{"id":"W2897681013","doi":"10.1051/pmed/2018012","title":"Diagnostic et prise en charge des difficultés de raisonnement clinique. Guide AMEE n <sup>o</sup>  117 (version courte)","year":2017,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Humanities; Gynecology; Psychology; Philosophy; Medicine","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":[0.005506122,0.0006584925,0.0007276848,0.002074423,0.001015465,0.003015487,0.001515612,0.003482843,0.02939644],"category_scores_gemma":[0.03045613,0.000698216,0.001113474,0.0008309203,0.00153189,0.002760183,0.001868481,0.003062347,0.0218005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591124,"about_ca_system_score_gemma":0.009256382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01851682,"about_ca_topic_score_gemma":0.04574935,"domain_scores_codex":[0.9964668,0.001537289,0.0004093515,0.0001677444,0.00123614,0.0001827947],"domain_scores_gemma":[0.9869299,0.007532532,0.0007583589,0.000398329,0.00373865,0.0006422274],"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":[0.00003867597,0.000096467,0.002202717,0.0008971413,0.00001501725,0.0004920323,0.002720097,0.0002741056,0.0006785725,0.002963442,0.5504141,0.4392075],"study_design_scores_gemma":[0.00004265107,0.0001127141,0.009811305,0.004870987,0.00002670342,0.004241045,0.002801386,0.0003938713,0.0007250236,0.008015982,0.9688885,0.00006984499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01713637,0.1280053,0.1177666,0.2928234,0.01423616,0.003659134,0.006176064,0.005747841,0.4144491],"genre_scores_gemma":[0.07818858,0.1196192,0.3783763,0.05170638,0.002688571,0.005379116,0.005229521,0.001367991,0.3574443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02939644,"threshold_uncertainty_score":0.09834093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666630648463463,"score_gpt":0.3959780612147394,"score_spread":0.3393117547301048,"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."}}