{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e0d8d2d3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:40:59.684234Z",
     "iopub.status.busy": "2026-09-29T21:40:59.683783Z",
     "iopub.status.idle": "2026-09-29T21:41:03.382189Z",
     "shell.execute_reply": "2026-09-29T21:41:03.381858Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [],
   "source": "import warnings\n\nwarnings.filterwarnings(\"ignore\")\n\nimport ipywidgets as widgets\nfrom ipywidgets import interactive\nfrom fmriprep_denoise.visualization import utils\n\n\npath_root = utils.repo2data_path() / \"denoise-metrics\"\n\nstrategy_order = list(utils.GRID_LOCATION.values())\ngroup_order = {\n    \"ds000228\": [\"adult\", \"child\"],\n    \"ds000030\": [\"control\", \"ADHD\", \"bipolar\", \"schizophrenia\"],\n}\ndatasets = [\"ds000228\", \"ds000030\"]\n\ndatasets_baseline = {\"ds000228\": \"adult\", \"ds000030\": \"control\"}"
  },
  {
   "cell_type": "markdown",
   "id": "7b784c94",
   "metadata": {},
   "source": [
    "# Results: dataset level\n",
    "\n",
    "```{Important}\n",
    "The dropdown menu only works in interactive mode!\n",
    "Please launch binder to see the alterative results.\n",
    "```\n",
    "\n",
    "Here we provides alternative visualisation of the benchmark results from the manuscript.\n",
    "Please click on the launch button to lunch the Binder instance for interactive data viewing.\n",
    "\n",
    "The benchmark was performed on two Long-Term Support (LTS) versions of fMRIPrep (`20.2.1` and `20.2.5`) and two OpenNeuro datasets (`ds000228` {cite:p}`ds000228:1.1.0` and `ds000030` {cite:p}`ds000030:1.0.0`).\n",
    "For the demographic information and gross mean framewise displacement, it is possible to generate the report based on three levels of quality control filters (no filter, minimal, stringent).\n",
    "\n",
    "## Sample and subgroup size change based on quality control criteria\n",
    "\n",
    "We would like to perform the benchmark on subjects with reasonable qulaity of data to reflect the decisions researchers make in data analysis.\n",
    "We modified the criteria for filtering data from {cite:p}`parkes_evaluation_2018` to suit our dataset better and ensure enough time points for functional connectivity analysis.\n",
    "\n",
    "The stringent threshold removes subjects based on two criteria:\n",
    "1. removes subjects with mean framewise displacement above 0.25 mm\n",
    "2. removes subjects with more than 80% of the volumes missing when filtering the time series with a 0.2 mm framewise displacement.\n",
    "\n",
    "Parkes and colleagues {cite:p}`parkes_evaluation_2018` used a stricter criteria for remaining volumes (20%). However this will removed close to or more than 50% of the subjects from the datasets.\n",
    "\n",
    "In addition, we included the minimal threshold from {cite:p}`parkes_evaluation_2018`\n",
    "(removes subjects with mean framewise displacement above 0.55 mm)\n",
    "for readers to expore."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6433c083",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:03.386166Z",
     "iopub.status.busy": "2026-09-29T21:41:03.385868Z",
     "iopub.status.idle": "2026-09-29T21:41:03.764487Z",
     "shell.execute_reply": "2026-09-29T21:41:03.764244Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "24f193e5c0184cd9844777913f509518",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='Threshould: ', options=('stringent', 'minimal', None), value='stri…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "import pandas as pd\nfrom fmriprep_denoise.visualization import tables\nfrom fmriprep_denoise.features.derivatives import get_qc_criteria\n\n\ndef demographic_table(criteria_name, fmriprep_version):\n    criteria = get_qc_criteria(criteria_name)\n    ds000228 = tables.lazy_demographic(\n        \"ds000228\", fmriprep_version, path_root, **criteria\n    )\n    ds000030 = tables.lazy_demographic(\n        \"ds000030\", fmriprep_version, path_root, **criteria\n    )\n\n    desc = pd.concat(\n        {\"ds000228\": ds000228, \"ds000030\": ds000030}, axis=1, names=[\"dataset\"]\n    )\n    desc = desc.style.set_table_attributes('style=\"font-size: 12px\"')\n    print(\"Generating new tables...\")\n\n    display(desc)\n\n\ncriteria_name = widgets.Dropdown(\n    options=[\"stringent\", \"minimal\", None],\n    value=\"stringent\",\n    description=\"Threshould: \",\n    disabled=False,\n)\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\ninteractive(\n    demographic_table, criteria_name=criteria_name, fmriprep_version=fmriprep_version\n)"
  },
  {
   "cell_type": "markdown",
   "id": "60a30bee",
   "metadata": {},
   "source": [
    "<!-- #region -->\n",
    "You can also use different exclusion criteria to explore the motion profiles of different subgroups in the dataset.\n",
    "\n",
    "\n",
    "## Motion profile of each dataset\n",
    "\n",
    "We can see overall the adults have less gross motion than children in `ds000228`.\n",
    "Between different clinical groups in `ds000030`, the schizophrania group displays a marked difference in motion comparing to the healthy control.\n",
    "<!-- #endregion -->"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0a6bf212",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:03.769151Z",
     "iopub.status.busy": "2026-09-29T21:41:03.768937Z",
     "iopub.status.idle": "2026-09-29T21:41:04.836561Z",
     "shell.execute_reply": "2026-09-29T21:41:04.834745Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "df9b23b49dbd4bd289ae0f6b43eecec6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='Threshould: ', options=('stringent', 'minimal', None), value='stri…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import mean_framewise_displacement\n\n\ndef notebook_plot_mean_fd(criteria_name, fmriprep_version):\n    stats = mean_framewise_displacement.load_data(\n        path_root, criteria_name, fmriprep_version\n    )\n    mean_framewise_displacement.plot_stats(stats)\n\n\ncriteria_name = widgets.Dropdown(\n    options=[\"stringent\", \"minimal\", None],\n    value=\"stringent\",\n    description=\"Threshould: \",\n    disabled=False,\n)\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\ninteractive(\n    notebook_plot_mean_fd,\n    criteria_name=criteria_name,\n    fmriprep_version=fmriprep_version,\n)"
  },
  {
   "cell_type": "markdown",
   "id": "d23a99e5",
   "metadata": {},
   "source": [
    "## Similarity amongst denoised connectomes\n",
    "\n",
    "We plotted the correlations among connectomes denoised with different denoisng strategies to get a general sense of the data.\n",
    "\n",
    "We see connectome denoised with or without global signal regressor formed two separate clusters.\n",
    "The baseline and ICA-AROMA {cite:p}`aroma` denoised connectome do not belong to any clusters.\n",
    "ICA-AROMA potentially captures much more different source of noise than the others."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a650d7d1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:04.840071Z",
     "iopub.status.busy": "2026-09-29T21:41:04.839705Z",
     "iopub.status.idle": "2026-09-29T21:41:21.341734Z",
     "shell.execute_reply": "2026-09-29T21:41:21.341110Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a5c93bf2cbce4396be7216e33b9172da",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='Preporcessing version : ', options=('fmriprep-20.2.1lts', 'fmripre…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import connectivity_similarity\n\n\ndef notebook_plot_connectomes(fmriprep_version):\n    average_connectomes = connectivity_similarity.load_data(\n        path_root, datasets, fmriprep_version\n    )\n    connectivity_similarity.plot_stats(average_connectomes)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\ninteractive(notebook_plot_connectomes, fmriprep_version=fmriprep_version)"
  },
  {
   "cell_type": "markdown",
   "id": "ab7c304f",
   "metadata": {},
   "source": [
    "## Loss of temporal degrees of freedom\n",
    "\n",
    "As any denoising strategy aims at a particular trade-off between the amount of noise removed and the preservation of degrees of freedom for signals, first and foremost, we would like to presentthe loss of temporal degrees of freedom.\n",
    "\n",
    "This is an important consideration accompanying the remaining metrics."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "edb12069",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:21.349185Z",
     "iopub.status.busy": "2026-09-29T21:41:21.348717Z",
     "iopub.status.idle": "2026-09-29T21:41:24.033748Z",
     "shell.execute_reply": "2026-09-29T21:41:24.033335Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3774adbd9b08479095ffafa48693b87b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='Threshould: ', options=('stringent', 'minimal', None), value='stri…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import degrees_of_freedom_loss\n\n\ndef notebook_plot_loss_degrees_of_freedom(criteria_name, fmriprep_version):\n    data = degrees_of_freedom_loss.load_data(\n        path_root, datasets, criteria_name, fmriprep_version\n    )\n    degrees_of_freedom_loss.plot_stats(data)\n\n\ncriteria_name = widgets.Dropdown(\n    options=[\"stringent\", \"minimal\", None],\n    value=\"stringent\",\n    description=\"Threshould: \",\n    disabled=False,\n)\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_loss_degrees_of_freedom,\n    criteria_name=criteria_name,\n    fmriprep_version=fmriprep_version,\n)"
  },
  {
   "cell_type": "markdown",
   "id": "945f7e80",
   "metadata": {},
   "source": [
    "## Quality control / functional connectivity (QC-FC)\n",
    "\n",
    "QC-FC {cite:p}`power_recent_2015` quantifies the correlation between mean framewise displacement and functional connectivity.\n",
    "This is calculated by a partial correlation between mean framewise displacement and connectivity, with age and sex as covariates.\n",
    "The denoising methods should aim to reduce the QC-FC value.\n",
    "Significance tests associated with the partial correlations were performed,\n",
    "and correlations with P-values above the threshold of = 0.05 deemed significant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9e8e4fd4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:24.038820Z",
     "iopub.status.busy": "2026-09-29T21:41:24.038450Z",
     "iopub.status.idle": "2026-09-29T21:41:24.936162Z",
     "shell.execute_reply": "2026-09-29T21:41:24.935878Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4e577b25e4804d859f65c35d97871fce",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Text(value='stringent', description='criteria_name'), Dropdown(description='Preporcessin…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_qcfc(criteria_name, fmriprep_version):\n    data, measure = motion_metrics.load_data(\n        path_root, datasets, criteria_name, fmriprep_version, \"p_values\"\n    )\n    motion_metrics.plot_stats(data, measure)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_qcfc, criteria_name=\"stringent\", fmriprep_version=fmriprep_version\n)"
  },
  {
   "cell_type": "markdown",
   "id": "dd004f1a",
   "metadata": {},
   "source": [
    "### False discovery rate corrected QC-FC\n",
    "\n",
    "A version of this analysis corrected for multiple comparisons using the false discovery rate (Benjamini & Hochberg, 1995) is available here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "dbce7114",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:25.029805Z",
     "iopub.status.busy": "2026-09-29T21:41:25.029307Z",
     "iopub.status.idle": "2026-09-29T21:41:26.359496Z",
     "shell.execute_reply": "2026-09-29T21:41:26.359187Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "25eb98505d654571a6d717f8a74ed03a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Text(value='stringent', description='criteria_name'), Dropdown(description='Preporcessin…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_qcfc_fdr(criteria_name, fmriprep_version):\n    data, measure = motion_metrics.load_data(\n        path_root, datasets, criteria_name, fmriprep_version, \"fdr_p_values\"\n    )\n    motion_metrics.plot_stats(data, measure)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_qcfc_fdr, criteria_name=\"stringent\", fmriprep_version=fmriprep_version\n)"
  },
  {
   "cell_type": "markdown",
   "id": "917fcf79",
   "metadata": {},
   "source": [
    "### Medians of absolute values of QC-FC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e38d55e5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:26.532027Z",
     "iopub.status.busy": "2026-09-29T21:41:26.531553Z",
     "iopub.status.idle": "2026-09-29T21:41:27.462366Z",
     "shell.execute_reply": "2026-09-29T21:41:27.529833Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ac94d85b13c64837806d01e517c3f484",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Text(value='stringent', description='criteria_name'), Dropdown(description='Preporcessin…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_qcfc_median(criteria_name, fmriprep_version):\n    data, measure = motion_metrics.load_data(\n        path_root, datasets, criteria_name, fmriprep_version, \"median\"\n    )\n    motion_metrics.plot_stats(data, measure)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_qcfc_median,\n    criteria_name=\"stringent\",\n    fmriprep_version=fmriprep_version,\n)"
  },
  {
   "cell_type": "markdown",
   "id": "0d1c6a7e",
   "metadata": {},
   "source": [
    "## Residual distance-dependent effects of subject motion on functional connectivity (DM-FC)\n",
    "\n",
    "To determine the residual distance-dependence of subject movement, we first calculated the Euclidean distance between the centers of mass of each pair of parcels {cite:p}`power_scrubbing_2012`.\n",
    "Closer parcels generally exhibit greater impact of motion on connectivity.\n",
    "We then correlated the distance separating each pair of parcels and the associated QC-FC correlation of the edge connecting those parcels.\n",
    "We report the absolute correlation values and expect to see a general trend toward zero correlation after confound regression."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "4fd54762",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:27.636696Z",
     "iopub.status.busy": "2026-09-29T21:41:27.636346Z",
     "iopub.status.idle": "2026-09-29T21:41:28.531655Z",
     "shell.execute_reply": "2026-09-29T21:41:28.531909Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7c33e965aa0b451e866ba55ded6faa28",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Text(value='stringent', description='criteria_name'), Dropdown(description='Preporcessin…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_distance(criteria_name, fmriprep_version):\n    data, measure = motion_metrics.load_data(\n        path_root, datasets, criteria_name, fmriprep_version, \"distance\"\n    )\n    motion_metrics.plot_stats(data, measure)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_distance, criteria_name=\"stringent\", fmriprep_version=fmriprep_version\n)"
  },
  {
   "cell_type": "markdown",
   "id": "3391639c",
   "metadata": {},
   "source": [
    "## Louvain network modularity\n",
    "\n",
    "Confound regressors have the potential to remove real signals in addition to motion-related noise.\n",
    "In order to evaluate this possibility, we computed modularity quality,\n",
    "an explicit quantification of the degree to which there are structured subnetworks in a given network - in this case the denoised connectome {cite:p}`satterthwaite_impact_2012`.\n",
    "Modularity quality is quantified by graph community detection based on the Louvain method {cite:p}`rubinov2010`,\n",
    "implemented in the Brain Connectivity Toolbox {cite:p}`rubinov2010`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "852d0ad1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:28.631208Z",
     "iopub.status.busy": "2026-09-29T21:41:28.630789Z",
     "iopub.status.idle": "2026-09-29T21:41:29.574021Z",
     "shell.execute_reply": "2026-09-29T21:41:29.574254Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ab2678f695fb45c3ae8c59f0c7f0190d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Text(value='stringent', description='criteria_name'), Dropdown(description='Preporcessin…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_modularity(criteria_name, fmriprep_version):\n    data, measure = motion_metrics.load_data(\n        path_root, datasets, criteria_name, fmriprep_version, \"modularity\"\n    )\n    motion_metrics.plot_stats(data, measure)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_modularity,\n    criteria_name=\"stringent\",\n    fmriprep_version=fmriprep_version,\n)"
  },
  {
   "cell_type": "markdown",
   "id": "70ee4831",
   "metadata": {},
   "source": [
    "### Average Pearson's correlation between mean framewise displacement and Louvain network modularity after denoising\n",
    "\n",
    "If confound regression and censoring were removing real signals in addition to motion-related noise, we would expect modularity to decline.\n",
    "To understand the extent of correlation between modularity and motion,\n",
    "we computed the partial correlation between subjects' modularity values and mean framewise displacement,\n",
    "with age and sex as covariates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e4d642f4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:29.645096Z",
     "iopub.status.busy": "2026-09-29T21:41:29.644765Z",
     "iopub.status.idle": "2026-09-29T21:41:30.634826Z",
     "shell.execute_reply": "2026-09-29T21:41:30.634498Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4301a8efe3774d58acf7d6b6b1d62830",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Text(value='stringent', description='criteria_name'), Dropdown(description='Preporcessin…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_modularity_motion(criteria_name, fmriprep_version):\n    data, measure = motion_metrics.load_data(\n        path_root, datasets, criteria_name, fmriprep_version, \"modularity_motion\"\n    )\n    motion_metrics.plot_stats(data, measure)\n\n\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_modularity_motion,\n    criteria_name=\"stringent\",\n    fmriprep_version=fmriprep_version,\n)"
  },
  {
   "cell_type": "markdown",
   "id": "594e3f6f",
   "metadata": {},
   "source": [
    "### Correlation between mean framewise displacement and Louvain network modularity after denoising.\n",
    "\n",
    "In both datasets, the data-driven strategies and strategies with GSR performed consistently worse than baseline.\n",
    "The overall trend across strategies is similar to QC-FC with the exception of the baseline strategy.\n",
    "The reason behind this observation could be a reduction of variance in the Louvain network modularity metric for GSR-based denoising strategies.\n",
    "\n",
    "Hence, we plotted the correlations of baseline, a base strategy, a GSR variation from one parcellation scheme (DiFuMo 64 components)to demonstrate this lack of variance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "44bb6ccd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:30.733493Z",
     "iopub.status.busy": "2026-09-29T21:41:30.732953Z",
     "iopub.status.idle": "2026-09-29T21:41:31.438193Z",
     "shell.execute_reply": "2026-09-29T21:41:31.438475Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a82064935c2f4febbff76347361b3eea",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='Dataset: ', options=('ds000228', 'ds000030'), value='ds000228'), D…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": "from fmriprep_denoise.visualization import motion_metrics\n\n\ndef notebook_plot_joint_scatter(dataset, base_strategy, fmriprep_version):\n    motion_metrics.plot_joint_scatter(\n        path_root, dataset, base_strategy, fmriprep_version\n    )\n\n\ndataset = widgets.Dropdown(\n    options=[\"ds000228\", \"ds000030\"],\n    value=\"ds000228\",\n    description=\"Dataset: \",\n    disabled=False,\n)\nfmriprep_version = widgets.Dropdown(\n    options=[\"fmriprep-20.2.1lts\", \"fmriprep-20.2.5lts\"],\n    value=\"fmriprep-20.2.1lts\",\n    description=\"Preporcessing version : \",\n    disabled=False,\n)\nbase_strategy = widgets.Dropdown(\n    options=[\"simple\", \"srubbing.5\", \"srubbing.2\"],\n    value=\"simple\",\n    description=\"Base denoise strategy \",\n    disabled=False,\n)\n\ninteractive(\n    notebook_plot_joint_scatter,\n    dataset=dataset,\n    base_strategy=base_strategy,\n    fmriprep_version=fmriprep_version,\n)"
  },
  {
   "cell_type": "markdown",
   "id": "8838fda3",
   "metadata": {},
   "source": [
    "## Ranking strategies from best to worst, based on four benchmark metrics\n",
    "\n",
    "We ranked four metrics from best to worst.\n",
    "Larger circles with brighter color represent higher ranking.\n",
    "Metric \"correlation between network modularity and motion\" has been excluded from the summary as it is potentially a poor measure.\n",
    "Loss of temporal degrees of freedom is a crucial measure that should be taken into account alongside the metric rankings."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b4f51bae",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-29T21:41:31.441322Z",
     "iopub.status.busy": "2026-09-29T21:41:31.440971Z",
     "iopub.status.idle": "2026-09-29T21:41:33.259335Z",
     "shell.execute_reply": "2026-09-29T21:41:33.258759Z"
    },
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [],
   "source": "from fmriprep_denoise.visualization import strategy_ranking\n\n\ndata = strategy_ranking.load_data(path_root, datasets)\nfig = strategy_ranking.plot_ranking(data)"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "00f2877d781342dca5f02c6657078542": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "07797001289b49378c1148b8aece2771": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "07a35428eecb4c528f5d877a43c18dd0": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_ac5f1b41624d49d795dd51ba67b3f8e8",
       "msg_id": "",
       "outputs": []
      }
     },
     "09551f4c05f9401aa7e272b7416230de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "0b5b9b31d3e6435bbb5ccced338c52c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "0d9174f78ef84847b51a2366e6202ffa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "0f4edcb8fc6741508ab5e33219674eed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "13b43e51bda94cb2ac22535d3b8898ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "158177c015534d62b26e189835c17713": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_1f236fe7f0a44d29a5de8d6c7cf90efc",
       "style": "IPY_MODEL_49e69df06fad45a298c03afdaf515233"
      }
     },
     "1a78f11d0d1845c5b237788ca14125f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "stringent",
        "minimal",
        "None"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Threshould: ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_1c13c69367b84ad69ec85895a375921b",
       "style": "IPY_MODEL_6acb0e8191de48e7a48b198f92b3bddf"
      }
     },
     "1c13c69367b84ad69ec85895a375921b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "1f236fe7f0a44d29a5de8d6c7cf90efc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "2291016f240e45cfaed190ae5f40c1ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "2297128ef7a04859af552781be58ba82": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "24f193e5c0184cd9844777913f509518": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_51ab5a4f4e13408da08beede638890aa",
        "IPY_MODEL_7dba24c3f2d34e298db2158b3be637dd",
        "IPY_MODEL_f26d757d53954301b1cdd8a8b2c00a74"
       ],
       "layout": "IPY_MODEL_aa8404f68135497fa5815ae859d5fb5f"
      }
     },
     "25cc719f3c6f4d839cf3520ff65564b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "25eb98505d654571a6d717f8a74ed03a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_9fa9cc5ab3264ea89a995547d84c8ba4",
        "IPY_MODEL_554764764e9b41dc953c76b4a0cde8ff",
        "IPY_MODEL_fdb91dcd46e242278f0c03ccb3a5a785"
       ],
       "layout": "IPY_MODEL_e27c5fd37ebd4f7a87d86e986f0c3325"
      }
     },
     "26482c964bd64a6ab4e2537af7f2ad2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "ds000228",
        "ds000030"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Dataset: ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_09551f4c05f9401aa7e272b7416230de",
       "style": "IPY_MODEL_0d9174f78ef84847b51a2366e6202ffa"
      }
     },
     "2817650bf05f4216ab24660dfac06afb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_578876e9b415431aaaf645c2aa3e5701",
       "style": "IPY_MODEL_cf5418e1037c4b2d8d040f89bfbcc0ac"
      }
     },
     "3017891442804a4a98926c46c9ca4b8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "3222a3625f7a4a15b788a4a10275c7ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "3774adbd9b08479095ffafa48693b87b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_1a78f11d0d1845c5b237788ca14125f7",
        "IPY_MODEL_a732c4feca5a4344a950f5ca54a35fe3",
        "IPY_MODEL_c16b62ac07d24795892003cfc4501354"
       ],
       "layout": "IPY_MODEL_57c478ae3fa449c584a887a2601e34d0"
      }
     },
     "382479e189474106b4b2d73887604aae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "41c7adf8263549bd893b4aee09d2fcfc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_8d875ad4fef44efda3390d3ca64a4ccd",
       "style": "IPY_MODEL_2291016f240e45cfaed190ae5f40c1ba"
      }
     },
     "4301a8efe3774d58acf7d6b6b1d62830": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_fa4618d574ab42e299c51d948f02eab3",
        "IPY_MODEL_41c7adf8263549bd893b4aee09d2fcfc",
        "IPY_MODEL_e6d74f797c17425384eb3f7ff3dca218"
       ],
       "layout": "IPY_MODEL_774a72174ad84b3484f4c19892c52c28"
      }
     },
     "48da21ac59b24003914dcccefdd121be": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "49e69df06fad45a298c03afdaf515233": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "4b84b3c22fd74dbfaca17872d60f619d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "TextModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "TextView",
       "continuous_update": true,
       "description": "criteria_name",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_877510128e7d4008b613b892252df312",
       "placeholder": "​",
       "style": "IPY_MODEL_0b5b9b31d3e6435bbb5ccced338c52c6",
       "value": "stringent"
      }
     },
     "4d92186322b64d24ae86e0734a015daa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "4e577b25e4804d859f65c35d97871fce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_6d1de70ff2bb42f4afd3b011b53208f7",
        "IPY_MODEL_c28c11d5a5864698b82748daf053da4e",
        "IPY_MODEL_7eb27b8a677145448c42149433fdcfaa"
       ],
       "layout": "IPY_MODEL_9d1c935ec9204bcc996e7da6aef90ed8"
      }
     },
     "4e8702b331154926a59203d9da7fade4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "50c6939afc5c481cb14a1b7d1a6dd21f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "517dcd9a589d45a99da379f6095dffa6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "51ab5a4f4e13408da08beede638890aa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "stringent",
        "minimal",
        "None"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Threshould: ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_704bb60f9bb04402b7403afc1d3c9f55",
       "style": "IPY_MODEL_e264e233c83848739c2535970677ccb9"
      }
     },
     "554764764e9b41dc953c76b4a0cde8ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_ab55537314664f798d19e66e0b41b59c",
       "style": "IPY_MODEL_d9653e19e51d4870a8ed0882da1b365a"
      }
     },
     "578876e9b415431aaaf645c2aa3e5701": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "57c478ae3fa449c584a887a2601e34d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "58baf0cb7bdb4615834c388eca563ff4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "59930d56a4a749268425ff87bff7a0da": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "5b30aa942f7046bbb06ecec86b9fbcce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "61f4e5ff94dd42fa8bc2303770464a57": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "66bff17e63594616b0b25d82688f121f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "6978a4528bcf4a59b9e9cba1d9c8e71c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_e2d192de8a424b61a232493dc4992553",
       "msg_id": "",
       "outputs": []
      }
     },
     "6acb0e8191de48e7a48b198f92b3bddf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "6bf09332c8cb46c3bc7fbb5d802f126c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "6d1de70ff2bb42f4afd3b011b53208f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "TextModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "TextView",
       "continuous_update": true,
       "description": "criteria_name",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_e5b55ecdae87466193d2f03fe4b931d0",
       "placeholder": "​",
       "style": "IPY_MODEL_517dcd9a589d45a99da379f6095dffa6",
       "value": "stringent"
      }
     },
     "6f43d0e532364dc2806bf137c417790b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "704bb60f9bb04402b7403afc1d3c9f55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "72b690d007b74249b9e5c3ad4d1f684e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "7481b55b4a0e4e97a5f5054ed1d16b49": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "74bec505c2344a51947db1dbc5b186d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "774a72174ad84b3484f4c19892c52c28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "7c33e965aa0b451e866ba55ded6faa28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_4b84b3c22fd74dbfaca17872d60f619d",
        "IPY_MODEL_9fca3c3883b7484fbfec0bd684ea6705",
        "IPY_MODEL_6978a4528bcf4a59b9e9cba1d9c8e71c"
       ],
       "layout": "IPY_MODEL_4d92186322b64d24ae86e0734a015daa"
      }
     },
     "7dba24c3f2d34e298db2158b3be637dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_8f4b1396e1ea4179b6e38d3dbde4e34b",
       "style": "IPY_MODEL_e7302131198d401a86bb3e15e5ef43a1"
      }
     },
     "7eb27b8a677145448c42149433fdcfaa": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_5b30aa942f7046bbb06ecec86b9fbcce",
       "msg_id": "",
       "outputs": []
      }
     },
     "81788c0a1a0c4d68a36432c077a8b972": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_f505f50a4d2344a79bc5ff6acb03c6a7",
       "msg_id": "",
       "outputs": []
      }
     },
     "826a7584700348f39e57d189063d8747": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "877510128e7d4008b613b892252df312": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "8d875ad4fef44efda3390d3ca64a4ccd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "8f4b1396e1ea4179b6e38d3dbde4e34b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "9d1c935ec9204bcc996e7da6aef90ed8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "9dd8c37c5d8c44ccaa5fd97c9d6591d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "9fa9cc5ab3264ea89a995547d84c8ba4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "TextModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "TextView",
       "continuous_update": true,
       "description": "criteria_name",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_00f2877d781342dca5f02c6657078542",
       "placeholder": "​",
       "style": "IPY_MODEL_e9f0ed4dd88d4825b870aad3f63e341c",
       "value": "stringent"
      }
     },
     "9fca3c3883b7484fbfec0bd684ea6705": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_59930d56a4a749268425ff87bff7a0da",
       "style": "IPY_MODEL_b42b9e9abb1d46eea99c94eb78bdbebe"
      }
     },
     "a1aeef6be86d4ed7ad7574b61e1bcb7a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "TextModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "TextView",
       "continuous_update": true,
       "description": "criteria_name",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_f908931d85fb457f90a4d1e6d83b1292",
       "placeholder": "​",
       "style": "IPY_MODEL_4e8702b331154926a59203d9da7fade4",
       "value": "stringent"
      }
     },
     "a3bbc633d13b4e65b730956adbda2fed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "a5c93bf2cbce4396be7216e33b9172da": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_2817650bf05f4216ab24660dfac06afb",
        "IPY_MODEL_b5643aa54f2748ae82ef3fe765a36540"
       ],
       "layout": "IPY_MODEL_826a7584700348f39e57d189063d8747"
      }
     },
     "a5d19dc8351d49f08f7f6df2adc146c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "TextModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "TextView",
       "continuous_update": true,
       "description": "criteria_name",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_58baf0cb7bdb4615834c388eca563ff4",
       "placeholder": "​",
       "style": "IPY_MODEL_07797001289b49378c1148b8aece2771",
       "value": "stringent"
      }
     },
     "a68654ceeac746069d2b871acd4de1f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "a732c4feca5a4344a950f5ca54a35fe3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_48da21ac59b24003914dcccefdd121be",
       "style": "IPY_MODEL_c3b1edbf1dfd47d495fb5c20791eeaca"
      }
     },
     "a82064935c2f4febbff76347361b3eea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_26482c964bd64a6ab4e2537af7f2ad2d",
        "IPY_MODEL_b81bb79ab09644afa83f33e026de04fe",
        "IPY_MODEL_d52ecc1ce0a849e5a5138debd7e2f703",
        "IPY_MODEL_81788c0a1a0c4d68a36432c077a8b972"
       ],
       "layout": "IPY_MODEL_bfb6506fba774f1b8f107e8d32afb031"
      }
     },
     "aa8404f68135497fa5815ae859d5fb5f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "ab2678f695fb45c3ae8c59f0c7f0190d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_a1aeef6be86d4ed7ad7574b61e1bcb7a",
        "IPY_MODEL_d5d9695c809f4d25aa98b9f9d47a808e",
        "IPY_MODEL_07a35428eecb4c528f5d877a43c18dd0"
       ],
       "layout": "IPY_MODEL_61f4e5ff94dd42fa8bc2303770464a57"
      }
     },
     "ab55537314664f798d19e66e0b41b59c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "ac5f1b41624d49d795dd51ba67b3f8e8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "ac94d85b13c64837806d01e517c3f484": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_a5d19dc8351d49f08f7f6df2adc146c3",
        "IPY_MODEL_d9b76d996f4845c2b23cfe37753b35ca",
        "IPY_MODEL_cf5d8c7ec2eb4acaa40096bfd7653db7"
       ],
       "layout": "IPY_MODEL_66bff17e63594616b0b25d82688f121f"
      }
     },
     "b42b9e9abb1d46eea99c94eb78bdbebe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "b5643aa54f2748ae82ef3fe765a36540": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_c7ff7f6e1fbc4892a05554a01c544c4b",
       "msg_id": "",
       "outputs": []
      }
     },
     "b81bb79ab09644afa83f33e026de04fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "simple",
        "srubbing.5",
        "srubbing.2"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Base denoise strategy ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_a68654ceeac746069d2b871acd4de1f4",
       "style": "IPY_MODEL_25cc719f3c6f4d839cf3520ff65564b8"
      }
     },
     "bf438888f52b40dda07bd9fbe4004eb4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_a3bbc633d13b4e65b730956adbda2fed",
       "msg_id": "",
       "outputs": [
        {
         "name": "stdout",
         "output_type": "stream",
         "text": "====ds000228====\nchild {'t_stats': -2.172032749949577, 'p_value': 0.033101804088578254, 'df': 73.0}\nmale M = 0.15888826695077837\n\tSD = 0.037467520934763236\nfemale M = 0.13720507847656968\n\tSD = 0.048281016684818816\nmale vs female:  {'t_stats': 1.1854182646079017, 'p_value': 0.24849889008993267, 'df': 22.0}\n====ds000030====\nADHD {'t_stats': 0.042896705847736014, 'p_value': 0.9658563775449416, 'df': 118.0}\nbipolar {'t_stats': -1.2443075930699459, 'p_value': 0.21591647538271247, 'df': 115.0}\nschizophrenia {'t_stats': -3.485369484389763, 'p_value': 0.0007184590018997983, 'df': 105.0}\nmale M = 0.12865505697855095\n\tSD = 0.03744492383567055\nfemale M = 0.11166593225508192\n\tSD = 0.03590472613208999\nmale vs female:  {'t_stats': 2.172170138369694, 'p_value': 0.032594965808151855, 'df': 86.0}\nGenerating new graphs...\n"
        }
       ]
      }
     },
     "bfb6506fba774f1b8f107e8d32afb031": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "c16b62ac07d24795892003cfc4501354": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_e98e3a7abd3147858b718717d2617afa",
       "msg_id": "",
       "outputs": [
        {
         "name": "stdout",
         "output_type": "stream",
         "text": "Generating new graph\nds000228\ndescriptive stats for aroma aroma: 20.85333333333333(6.3303074801144374); range=7 - 38\ndescriptive stats for compcor compcor: 42.50666666666667(8.916085271943993); range=5 - 58\ndescriptive stats for scrubbing.5 excised_vol: 9.333333333333334(8.793937305515279); range=0 - 30\ndescriptive stats for scrubbing.2 excised_vol: 53.0(34.111898534406166); range=1 - 130\nds000030\ndescriptive stats for aroma aroma: 16.0(4.577999981688); range=6 - 29\ndescriptive stats for compcor compcor: 47.857142857142854(3.8680105429416756); range=35 - 54\ndescriptive stats for scrubbing.5 excised_vol: 2.505952380952381(4.4168932965296355); range=0 - 21\ndescriptive stats for scrubbing.2 excised_vol: 29.386904761904763(30.094447255791128); range=0 - 110\n"
        }
       ]
      }
     },
     "c28c11d5a5864698b82748daf053da4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_13b43e51bda94cb2ac22535d3b8898ac",
       "style": "IPY_MODEL_7481b55b4a0e4e97a5f5054ed1d16b49"
      }
     },
     "c2e93eee0d544a21b1d7030dc39a1499": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "stringent",
        "minimal",
        "None"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Threshould: ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_6bf09332c8cb46c3bc7fbb5d802f126c",
       "style": "IPY_MODEL_3222a3625f7a4a15b788a4a10275c7ff"
      }
     },
     "c3b1edbf1dfd47d495fb5c20791eeaca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "c7ff7f6e1fbc4892a05554a01c544c4b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "cf5418e1037c4b2d8d040f89bfbcc0ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "cf5d8c7ec2eb4acaa40096bfd7653db7": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_74bec505c2344a51947db1dbc5b186d9",
       "msg_id": "",
       "outputs": []
      }
     },
     "d3cdbffad47245fdba9e5e39386664c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "d52ecc1ce0a849e5a5138debd7e2f703": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_2297128ef7a04859af552781be58ba82",
       "style": "IPY_MODEL_3017891442804a4a98926c46c9ca4b8a"
      }
     },
     "d5d073d31d064cab85c775ccd56ca47a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "d5d9695c809f4d25aa98b9f9d47a808e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_50c6939afc5c481cb14a1b7d1a6dd21f",
       "style": "IPY_MODEL_dde3d82f9cfd4b5fa222996813238acb"
      }
     },
     "d9653e19e51d4870a8ed0882da1b365a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "d9b76d996f4845c2b23cfe37753b35ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DropdownModel",
       "_options_labels": [
        "fmriprep-20.2.1lts",
        "fmriprep-20.2.5lts"
       ],
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "DropdownView",
       "description": "Preporcessing version : ",
       "description_tooltip": null,
       "disabled": false,
       "index": 0,
       "layout": "IPY_MODEL_382479e189474106b4b2d73887604aae",
       "style": "IPY_MODEL_d3cdbffad47245fdba9e5e39386664c1"
      }
     },
     "dde3d82f9cfd4b5fa222996813238acb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "df9b23b49dbd4bd289ae0f6b43eecec6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_c2e93eee0d544a21b1d7030dc39a1499",
        "IPY_MODEL_158177c015534d62b26e189835c17713",
        "IPY_MODEL_bf438888f52b40dda07bd9fbe4004eb4"
       ],
       "layout": "IPY_MODEL_0f4edcb8fc6741508ab5e33219674eed"
      }
     },
     "e264e233c83848739c2535970677ccb9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "e27c5fd37ebd4f7a87d86e986f0c3325": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e2d192de8a424b61a232493dc4992553": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e5b55ecdae87466193d2f03fe4b931d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e6d74f797c17425384eb3f7ff3dca218": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_72b690d007b74249b9e5c3ad4d1f684e",
       "msg_id": "",
       "outputs": []
      }
     },
     "e7302131198d401a86bb3e15e5ef43a1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "e98e3a7abd3147858b718717d2617afa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e9f0ed4dd88d4825b870aad3f63e341c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "f26d757d53954301b1cdd8a8b2c00a74": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_d5d073d31d064cab85c775ccd56ca47a",
       "msg_id": "",
       "outputs": [
        {
         "name": "stdout",
         "output_type": "stream",
         "text": "Generating new tables...\n"
        },
        {
         "data": {
          "text/html": "<style type=\"text/css\">\n</style>\n<table id=\"T_f7d6e_\" style=\"font-size: 12px\">\n  <thead>\n    <tr>\n      <th class=\"index_name level0\" >dataset</th>\n      <th class=\"col_heading level0 col0\" colspan=\"3\">ds000228</th>\n      <th class=\"col_heading level0 col3\" colspan=\"5\">ds000030</th>\n    </tr>\n    <tr>\n      <th class=\"blank level1\" >&nbsp;</th>\n      <th class=\"col_heading level1 col0\" >full sample</th>\n      <th class=\"col_heading level1 col1\" >adult</th>\n      <th class=\"col_heading level1 col2\" >child</th>\n      <th class=\"col_heading level1 col3\" >full sample</th>\n      <th class=\"col_heading level1 col4\" >control</th>\n      <th class=\"col_heading level1 col5\" >ADHD</th>\n      <th class=\"col_heading level1 col6\" >bipolar</th>\n      <th class=\"col_heading level1 col7\" >schizophrenia</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th id=\"T_f7d6e_level0_row0\" class=\"row_heading level0 row0\" >count</th>\n      <td id=\"T_f7d6e_row0_col0\" class=\"data row0 col0\" >75.000000</td>\n      <td id=\"T_f7d6e_row0_col1\" class=\"data row0 col1\" >24.000000</td>\n      <td id=\"T_f7d6e_row0_col2\" class=\"data row0 col2\" >51.000000</td>\n      <td id=\"T_f7d6e_row0_col3\" class=\"data row0 col3\" >168.000000</td>\n      <td id=\"T_f7d6e_row0_col4\" class=\"data row0 col4\" >88.000000</td>\n      <td id=\"T_f7d6e_row0_col5\" class=\"data row0 col5\" >32.000000</td>\n      <td id=\"T_f7d6e_row0_col6\" class=\"data row0 col6\" >29.000000</td>\n      <td id=\"T_f7d6e_row0_col7\" class=\"data row0 col7\" >19.000000</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row1\" class=\"row_heading level0 row1\" >mean</th>\n      <td id=\"T_f7d6e_row1_col0\" class=\"data row1 col0\" >12.222012</td>\n      <td id=\"T_f7d6e_row1_col1\" class=\"data row1 col1\" >23.627500</td>\n      <td id=\"T_f7d6e_row1_col2\" class=\"data row1 col2\" >6.854723</td>\n      <td id=\"T_f7d6e_row1_col3\" class=\"data row1 col3\" >31.714286</td>\n      <td id=\"T_f7d6e_row1_col4\" class=\"data row1 col4\" >30.511364</td>\n      <td id=\"T_f7d6e_row1_col5\" class=\"data row1 col5\" >32.281250</td>\n      <td id=\"T_f7d6e_row1_col6\" class=\"data row1 col6\" >32.482759</td>\n      <td id=\"T_f7d6e_row1_col7\" class=\"data row1 col7\" >35.157895</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row2\" class=\"row_heading level0 row2\" >std</th>\n      <td id=\"T_f7d6e_row2_col0\" class=\"data row2 col0\" >8.434903</td>\n      <td id=\"T_f7d6e_row2_col1\" class=\"data row2 col1\" >4.107435</td>\n      <td id=\"T_f7d6e_row2_col2\" class=\"data row2 col2\" >2.390175</td>\n      <td id=\"T_f7d6e_row2_col3\" class=\"data row2 col3\" >8.918220</td>\n      <td id=\"T_f7d6e_row2_col4\" class=\"data row2 col4\" >8.202879</td>\n      <td id=\"T_f7d6e_row2_col5\" class=\"data row2 col5\" >10.340133</td>\n      <td id=\"T_f7d6e_row2_col6\" class=\"data row2 col6\" >8.274836</td>\n      <td id=\"T_f7d6e_row2_col7\" class=\"data row2 col7\" >10.045802</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row3\" class=\"row_heading level0 row3\" >min</th>\n      <td id=\"T_f7d6e_row3_col0\" class=\"data row3 col0\" >3.594798</td>\n      <td id=\"T_f7d6e_row3_col1\" class=\"data row3 col1\" >18.000000</td>\n      <td id=\"T_f7d6e_row3_col2\" class=\"data row3 col2\" >3.594798</td>\n      <td id=\"T_f7d6e_row3_col3\" class=\"data row3 col3\" >21.000000</td>\n      <td id=\"T_f7d6e_row3_col4\" class=\"data row3 col4\" >21.000000</td>\n      <td id=\"T_f7d6e_row3_col5\" class=\"data row3 col5\" >21.000000</td>\n      <td id=\"T_f7d6e_row3_col6\" class=\"data row3 col6\" >21.000000</td>\n      <td id=\"T_f7d6e_row3_col7\" class=\"data row3 col7\" >22.000000</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row4\" class=\"row_heading level0 row4\" >25%</th>\n      <td id=\"T_f7d6e_row4_col0\" class=\"data row4 col0\" >5.475000</td>\n      <td id=\"T_f7d6e_row4_col1\" class=\"data row4 col1\" >21.000000</td>\n      <td id=\"T_f7d6e_row4_col2\" class=\"data row4 col2\" >5.070000</td>\n      <td id=\"T_f7d6e_row4_col3\" class=\"data row4 col3\" >24.000000</td>\n      <td id=\"T_f7d6e_row4_col4\" class=\"data row4 col4\" >24.000000</td>\n      <td id=\"T_f7d6e_row4_col5\" class=\"data row4 col5\" >24.000000</td>\n      <td id=\"T_f7d6e_row4_col6\" class=\"data row4 col6\" >25.000000</td>\n      <td id=\"T_f7d6e_row4_col7\" class=\"data row4 col7\" >27.000000</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row5\" class=\"row_heading level0 row5\" >50%</th>\n      <td id=\"T_f7d6e_row5_col0\" class=\"data row5 col0\" >8.590000</td>\n      <td id=\"T_f7d6e_row5_col1\" class=\"data row5 col1\" >22.500000</td>\n      <td id=\"T_f7d6e_row5_col2\" class=\"data row5 col2\" >7.000000</td>\n      <td id=\"T_f7d6e_row5_col3\" class=\"data row5 col3\" >29.000000</td>\n      <td id=\"T_f7d6e_row5_col4\" class=\"data row5 col4\" >27.500000</td>\n      <td id=\"T_f7d6e_row5_col5\" class=\"data row5 col5\" >28.000000</td>\n      <td id=\"T_f7d6e_row5_col6\" class=\"data row5 col6\" >32.000000</td>\n      <td id=\"T_f7d6e_row5_col7\" class=\"data row5 col7\" >33.000000</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row6\" class=\"row_heading level0 row6\" >75%</th>\n      <td id=\"T_f7d6e_row6_col0\" class=\"data row6 col0\" >20.000000</td>\n      <td id=\"T_f7d6e_row6_col1\" class=\"data row6 col1\" >27.015000</td>\n      <td id=\"T_f7d6e_row6_col2\" class=\"data row6 col2\" >9.020000</td>\n      <td id=\"T_f7d6e_row6_col3\" class=\"data row6 col3\" >39.000000</td>\n      <td id=\"T_f7d6e_row6_col4\" class=\"data row6 col4\" >37.250000</td>\n      <td id=\"T_f7d6e_row6_col5\" class=\"data row6 col5\" >40.000000</td>\n      <td id=\"T_f7d6e_row6_col6\" class=\"data row6 col6\" >36.000000</td>\n      <td id=\"T_f7d6e_row6_col7\" class=\"data row6 col7\" >45.500000</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row7\" class=\"row_heading level0 row7\" >max</th>\n      <td id=\"T_f7d6e_row7_col0\" class=\"data row7 col0\" >31.000000</td>\n      <td id=\"T_f7d6e_row7_col1\" class=\"data row7 col1\" >31.000000</td>\n      <td id=\"T_f7d6e_row7_col2\" class=\"data row7 col2\" >11.510000</td>\n      <td id=\"T_f7d6e_row7_col3\" class=\"data row7 col3\" >50.000000</td>\n      <td id=\"T_f7d6e_row7_col4\" class=\"data row7 col4\" >50.000000</td>\n      <td id=\"T_f7d6e_row7_col5\" class=\"data row7 col5\" >50.000000</td>\n      <td id=\"T_f7d6e_row7_col6\" class=\"data row7 col6\" >48.000000</td>\n      <td id=\"T_f7d6e_row7_col7\" class=\"data row7 col7\" >49.000000</td>\n    </tr>\n    <tr>\n      <th id=\"T_f7d6e_level0_row8\" class=\"row_heading level0 row8\" >n_female</th>\n      <td id=\"T_f7d6e_row8_col0\" class=\"data row8 col0\" >38.000000</td>\n      <td id=\"T_f7d6e_row8_col1\" class=\"data row8 col1\" >14.000000</td>\n      <td id=\"T_f7d6e_row8_col2\" class=\"data row8 col2\" >24.000000</td>\n      <td id=\"T_f7d6e_row8_col3\" class=\"data row8 col3\" >79.000000</td>\n      <td id=\"T_f7d6e_row8_col4\" class=\"data row8 col4\" >46.000000</td>\n      <td id=\"T_f7d6e_row8_col5\" class=\"data row8 col5\" >14.000000</td>\n      <td id=\"T_f7d6e_row8_col6\" class=\"data row8 col6\" >15.000000</td>\n      <td id=\"T_f7d6e_row8_col7\" class=\"data row8 col7\" >4.000000</td>\n    </tr>\n  </tbody>\n</table>\n",
          "text/plain": "<pandas.io.formats.style.Styler at 0x7fffc3c49250>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "f505f50a4d2344a79bc5ff6acb03c6a7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "f908931d85fb457f90a4d1e6d83b1292": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "fa4618d574ab42e299c51d948f02eab3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "TextModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "TextView",
       "continuous_update": true,
       "description": "criteria_name",
       "description_tooltip": null,
       "disabled": false,
       "layout": "IPY_MODEL_fb2ef3bfefbe4c05b718d465d98bd727",
       "placeholder": "​",
       "style": "IPY_MODEL_6f43d0e532364dc2806bf137c417790b",
       "value": "stringent"
      }
     },
     "fb2ef3bfefbe4c05b718d465d98bd727": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "fdb91dcd46e242278f0c03ccb3a5a785": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_9dd8c37c5d8c44ccaa5fd97c9d6591d8",
       "msg_id": "",
       "outputs": []
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}