{"id":"W2508591350","doi":"10.1051/pmed/2016024","title":"Questions de planification clinique : un nouvel outil pour évaluer la capacité des étudiants en médecine à identifier les éléments-clés discriminants d’un diagnostic différentiel","year":2016,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002810779,0.0006878187,0.001001578,0.0002083314,0.000493184,0.0001213192,0.0005561179,0.0009493645,0.002883255],"category_scores_gemma":[0.1748377,0.0005188266,0.0004519688,0.0003705205,0.001545952,0.0003227655,0.0002826919,0.0008376133,0.001675224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498951,"about_ca_system_score_gemma":0.0009209579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005903394,"about_ca_topic_score_gemma":0.0001363796,"domain_scores_codex":[0.9938257,0.001092009,0.001503816,0.001124237,0.0008279688,0.001626289],"domain_scores_gemma":[0.9371718,0.05948742,0.0004526916,0.001104689,0.0003418562,0.001441511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001533453,0.004979919,0.5860571,0.0001756903,0.0003254222,0.0004778831,0.001129766,0.000005495454,0.001847372,0.002172528,0.01275373,0.3899217],"study_design_scores_gemma":[0.006746321,0.0003927131,0.9455763,0.01436645,0.001593207,0.0002204203,0.001159139,0.0001653215,0.004787879,0.01833911,0.005934112,0.0007190868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049204,0.01241821,0.05218673,0.02406068,0.002906342,0.0008888262,0.0006934936,0.0002538944,0.001671419],"genre_scores_gemma":[0.9170517,0.03725866,0.0046096,0.0005153728,0.001715904,0.0002510299,0.0001194812,0.0001362676,0.03834196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892027,"threshold_uncertainty_score":0.9997264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05485033759314088,"score_gpt":0.3562906494361205,"score_spread":0.3014403118429796,"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."}}