{"id":"W6930164211","doi":"10.5281/zenodo.10183233","title":"fMRIPrep: a robust preprocessing pipeline for functional MRI","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Emperipolesis; Triacetin; Demotion; Liquation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541827,0.003005157,0.001287597,0.002505846,0.001248368,0.00267979,0.002980677,0.002077123,0.08251809],"category_scores_gemma":[0.006569407,0.001934439,0.001608383,0.001626684,0.0006273094,0.001584163,0.003073454,0.0027493,0.06974154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547797,"about_ca_system_score_gemma":0.002015463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193563,"about_ca_topic_score_gemma":0.004895797,"domain_scores_codex":[0.9990938,0.0001592631,0.0001135285,0.0002707142,0.0002658143,0.00009688257],"domain_scores_gemma":[0.9984394,0.0005544882,0.0001173515,0.0003643873,0.0004239477,0.0001004204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001155787,0.0001220884,0.00118381,0.001640008,0.0003857868,0.0008147844,0.0003894908,0.003951351,0.06536652,0.008076377,0.5866958,0.3302182],"study_design_scores_gemma":[0.0005164714,0.0002773239,0.006921121,0.0003983031,0.0003142048,0.003708151,0.000156509,0.05291208,0.1189829,0.05691468,0.758304,0.0005943073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.002695061,0.001142057,0.8013887,0.0005413009,0.0003379495,0.0006245284,0.02426003,0.1597869,0.00922346],"genre_scores_gemma":[0.01810385,0.001034853,0.8449333,0.001130642,0.0003197319,0.0029321,0.05063407,0.06437203,0.01653944],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08251809,"threshold_uncertainty_score":0.2760505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378378167554698,"score_gpt":0.2869839837836894,"score_spread":0.2332002021081424,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}