{"id":"W4225282897","doi":"10.1016/j.respe.2022.03.064","title":"Performances de méthodes de sélection de variables en présence de risques compétitifs : une étude de simulation","year":2022,"lang":"fr","type":"article","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Humanities; Physics; Gynecology; Philosophy; Medicine","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":[0.05051721,0.002561596,0.004218554,0.002778311,0.001355979,0.003923284,0.00325657,0.004593539,0.003341046],"category_scores_gemma":[0.1678567,0.001370556,0.003496798,0.002228379,0.002591,0.003140294,0.002660085,0.005547184,0.0004615322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003171787,"about_ca_system_score_gemma":0.005673016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02340547,"about_ca_topic_score_gemma":0.007633481,"domain_scores_codex":[0.9688516,0.02668901,0.0008245264,0.001266535,0.001747566,0.0006207279],"domain_scores_gemma":[0.555227,0.4285314,0.002751961,0.005910709,0.006468034,0.0011109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001927581,0.0003280519,0.005019919,0.0003525388,0.0006183553,0.00006174148,0.0003230558,0.9332464,0.0004640408,0.0196408,0.0006846349,0.03733272],"study_design_scores_gemma":[0.0002036567,0.0001474528,0.0004590358,0.00006581014,0.00004826211,0.00003443557,0.00003653913,0.9925398,0.0003514056,0.005843555,0.0002454812,0.00002462246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1037776,0.002070896,0.8894553,0.0009299163,0.0001655249,0.0003324737,0.0002621734,0.0004920714,0.002513982],"genre_scores_gemma":[0.5788526,0.001527642,0.4143849,0.0003356798,0.0001693505,0.001512049,0.0006300904,0.0003231284,0.002264559],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05051721,"threshold_uncertainty_score":0.2671638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.333810114509006,"score_gpt":0.5376623575554921,"score_spread":0.2038522430464861,"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."}}