{"id":"W2752029368","doi":"10.1051/pmed/2017010","title":"Vers une perspective sociocognitiviste de l’étude du raisonnement clinique pour mieux capter l’expertise. Un éclairage particulier à partir de l’étude du raisonnement en médecine d’urgence","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":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.003510178,0.001068227,0.001543381,0.0001852338,0.00058988,0.0001343881,0.0008396606,0.0008829838,0.00819411],"category_scores_gemma":[0.07775941,0.0008412601,0.0009394305,0.0005172357,0.001980524,0.0002243591,0.0006483719,0.001057548,0.002197023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884162,"about_ca_system_score_gemma":0.00191893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755646,"about_ca_topic_score_gemma":0.0003100022,"domain_scores_codex":[0.99103,0.001232592,0.001869439,0.001750171,0.001277161,0.002840626],"domain_scores_gemma":[0.9746744,0.02024606,0.0005612582,0.001370579,0.0006565292,0.002491142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002830897,0.02296406,0.5117753,0.0004054665,0.003565219,0.007138181,0.06999169,0.0001773401,0.01719341,0.01061776,0.1129036,0.2404371],"study_design_scores_gemma":[0.05072484,0.005004249,0.6718899,0.01982479,0.004986652,0.0005788575,0.02274409,0.003674233,0.04072005,0.01147923,0.1645181,0.003855025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6778921,0.007262561,0.02227339,0.2866297,0.001679816,0.001321287,0.0001727872,0.0002703996,0.002497852],"genre_scores_gemma":[0.9619161,0.01637891,0.002660529,0.009298928,0.004123541,0.0006485952,0.00004084084,0.0001823295,0.004750231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2840239,"threshold_uncertainty_score":0.9994038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307408580536836,"score_gpt":0.3393827520165277,"score_spread":0.3063086662111593,"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."}}