{"id":"W1969193293","doi":"10.1051/pmed/2011111","title":"Aborder le raisonnement clinique d’un point de vue pédagogique","year":2011,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003229544,0.0006604335,0.001148012,0.0001599576,0.0002799099,0.00006338092,0.0005754562,0.001118471,0.02595211],"category_scores_gemma":[0.04680382,0.0006426174,0.0006445099,0.0004374405,0.001003984,0.0001585314,0.0003444064,0.001589451,0.002502032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964605,"about_ca_system_score_gemma":0.002144783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027484,"about_ca_topic_score_gemma":0.0001176989,"domain_scores_codex":[0.9941168,0.0007038507,0.001534533,0.001090742,0.0006492214,0.00190483],"domain_scores_gemma":[0.9865167,0.009628432,0.0003672272,0.001280481,0.0003021297,0.001905012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001061723,0.01687636,0.05987569,0.0005366867,0.001022267,0.003902242,0.02780378,0.00002288595,0.000526052,0.02277923,0.1825922,0.6830009],"study_design_scores_gemma":[0.01920118,0.005806716,0.1426645,0.01555221,0.00212684,0.0009183671,0.01600838,0.00211485,0.02509391,0.05082505,0.7167397,0.00294833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3861379,0.1186847,0.05527995,0.09516865,0.01195136,0.0030658,0.0002977454,0.001288901,0.328125],"genre_scores_gemma":[0.7798694,0.0317353,0.044885,0.0246165,0.005373607,0.0004172901,0.0001382189,0.0003333784,0.1126313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6800526,"threshold_uncertainty_score":0.9996025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909274047187839,"score_gpt":0.3502573294590347,"score_spread":0.2911645889871563,"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."}}