{"id":"W4407719908","doi":"10.46747/cfp.7102142","title":"Leadership et handicap","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840986,0.0004898714,0.0004038771,0.0009447168,0.01124232,0.00611636,0.001212917,0.005666608,0.06848066],"category_scores_gemma":[0.008375636,0.0002600307,0.0003681396,0.001077225,0.005746851,0.00338186,0.00427132,0.01109113,0.01433232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008966659,"about_ca_system_score_gemma":0.02907954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2859261,"about_ca_topic_score_gemma":0.5046313,"domain_scores_codex":[0.9966226,0.0006833439,0.00006858529,0.0001682711,0.001340814,0.001116371],"domain_scores_gemma":[0.9943641,0.0005112981,0.0002339178,0.0001108543,0.001477649,0.003302113],"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":[0.000002361218,0.00001342995,0.0004907014,0.00002711342,0.000002375948,0.0000843192,0.0009526903,0.00001023786,0.00001745596,0.009167159,0.9714546,0.01777756],"study_design_scores_gemma":[0.000004692316,0.00000739462,0.001845254,0.0002635419,0.000002514386,0.0002060625,0.003633711,0.00001132038,0.00001503871,0.003668576,0.9903315,0.0000104707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00102432,0.01145533,0.0001532448,0.778901,0.01914651,0.00001786226,0.0001041815,0.00009374341,0.1891037],"genre_scores_gemma":[0.06714165,0.02768895,0.0006711431,0.5444891,0.01442128,0.00009662529,0.0002604115,0.0002442556,0.3449866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2859261,"threshold_uncertainty_score":0.5685236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191184855075562,"score_gpt":0.3954231760493992,"score_spread":0.276304690541843,"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."}}