{"id":"W4384210485","doi":"10.1051/pmed/2023005","title":"Faut-il former plus souvent à distance ?","year":2023,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Political science","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":[0.01165776,0.0003289745,0.0007196194,0.0009050274,0.01147207,0.01093252,0.002309854,0.004944568,0.009495843],"category_scores_gemma":[0.02483372,0.000326195,0.000427327,0.001129469,0.03642316,0.01450994,0.01165385,0.007107407,0.001179204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062213,"about_ca_system_score_gemma":0.02203216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02374032,"about_ca_topic_score_gemma":0.02756834,"domain_scores_codex":[0.9833246,0.01062924,0.0004900949,0.002052594,0.001543265,0.00196021],"domain_scores_gemma":[0.98631,0.006634872,0.001654289,0.0007822264,0.001693603,0.002924959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006673338,0.000111066,0.006960479,0.0003568034,0.00002190585,0.0009007907,0.1989226,0.0003100734,0.0005000909,0.7382058,0.01114562,0.04249805],"study_design_scores_gemma":[0.00002848791,0.0001607723,0.006414515,0.001723867,0.00002733627,0.0007044695,0.4292852,0.0004723882,0.0006625032,0.2861238,0.2743212,0.0000755174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1840843,0.01058742,0.02766074,0.5909665,0.002218344,0.0001440902,0.0001149328,0.0001006502,0.184123],"genre_scores_gemma":[0.9621078,0.002981869,0.004194479,0.01399385,0.0002620168,0.0001050298,0.00003024531,0.00004486231,0.01627986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02374032,"threshold_uncertainty_score":0.07706928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07011226078663652,"score_gpt":0.3774530272940189,"score_spread":0.3073407665073824,"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."}}