{"id":"W6930228910","doi":"10.5281/zenodo.11244297","title":"PyBIDS: Python tools for BIDS datasets","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Université de Montréal; Ottawa Hospital; Université de Sherbrooke; University of Toronto; Montreal Neurological Institute and Hospital; Polytechnique Montréal; Western University; Concordia University; Holland Bloorview Kids Rehabilitation Hospital; McGill University","funders":"","keywords":"Python (programming language); Information system; MIT License; Scripting language; Software","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":[0.004606329,0.002836485,0.001866545,0.002845931,0.001383126,0.004615004,0.005379654,0.001078075,0.1896212],"category_scores_gemma":[0.01348353,0.002416584,0.002515522,0.003485525,0.001005632,0.004957223,0.006425003,0.003603767,0.1828244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379862,"about_ca_system_score_gemma":0.002988652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007887953,"about_ca_topic_score_gemma":0.0109397,"domain_scores_codex":[0.9974612,0.0005635974,0.0002457151,0.0005257544,0.000866004,0.0003377641],"domain_scores_gemma":[0.9966213,0.00104062,0.000224312,0.001051987,0.0006072521,0.0004546464],"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":[0.0001859596,0.00002329367,0.0004409635,0.0003397589,0.00006313955,0.0000450626,0.00007219577,0.0008480686,0.0005480155,0.003023543,0.9861596,0.008250298],"study_design_scores_gemma":[0.0005746345,0.00004449944,0.002057566,0.0001651446,0.00005957472,0.0002333332,0.0001186142,0.01840714,0.006112768,0.04050289,0.9315532,0.0001707125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001341232,0.0003050928,0.05961372,0.0007331098,0.0003242543,0.0002681866,0.5025636,0.4211167,0.01373414],"genre_scores_gemma":[0.01236319,0.0003900622,0.06628702,0.001098241,0.0001400475,0.002096148,0.7055006,0.2010805,0.01104413],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1896212,"threshold_uncertainty_score":0.634346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06369830474301362,"score_gpt":0.2934721516790172,"score_spread":0.2297738469360036,"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."}}