{"id":"W1993088125","doi":"10.1016/j.lpm.2007.02.021","title":"Sélection des étudiants en médecine: une procédure influencée par la liberté d'accès aux études et l'égalité des chances","year":2007,"lang":"fr","type":"article","venue":"La Presse Médicale","topic":"Medical Education and Admissions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; The Wilson Centre","funders":"","keywords":"Selection (genetic algorithm); Curriculum; Government (linguistics); Medical school; Humanities; Psychology; Political science; Sociology; Library science; Medical education; Pedagogy; Medicine; Art; Philosophy","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":[0.03154091,0.000722001,0.001117424,0.004157797,0.006779647,0.005695194,0.0018094,0.003440734,0.01299736],"category_scores_gemma":[0.1123793,0.0006305102,0.001120569,0.002301648,0.003416448,0.00266696,0.005112381,0.002913285,0.002317695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122506,"about_ca_system_score_gemma":0.01241829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006562353,"about_ca_topic_score_gemma":0.00910453,"domain_scores_codex":[0.96505,0.02405359,0.002124052,0.001971479,0.005196415,0.00160452],"domain_scores_gemma":[0.9002829,0.07009146,0.007266556,0.005629689,0.008875761,0.007853615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006582097,0.001566231,0.120524,0.001008216,0.00019884,0.002383054,0.02402342,0.001973669,0.01323365,0.05616145,0.02421995,0.7481254],"study_design_scores_gemma":[0.002533457,0.008891584,0.4336703,0.002635206,0.0008040291,0.01258278,0.03396238,0.01786576,0.03368095,0.0732151,0.3791144,0.001043941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6385435,0.01220822,0.1803151,0.1088244,0.003963895,0.004166804,0.001023627,0.001647433,0.04930696],"genre_scores_gemma":[0.8194359,0.003165268,0.1270389,0.005535851,0.003058332,0.001991116,0.0003219782,0.0003002596,0.0391524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154091,"threshold_uncertainty_score":0.1668063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001739780255995,"score_gpt":0.377531673066689,"score_spread":0.337514275264129,"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."}}