{"id":"W3047167322","doi":"10.1051/pmed/2020029","title":"Les stages cliniques dans les formations en alternance : étude de la portée quant à leurs caractéristiques et leurs retombées sur la professionnalisation","year":2020,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01113747,0.0004344078,0.000457914,0.003717198,0.00517061,0.008317749,0.001678103,0.001708545,0.0144723],"category_scores_gemma":[0.03165542,0.0006226621,0.0007148593,0.0051243,0.01322072,0.01063988,0.006116575,0.003239346,0.001346355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156084,"about_ca_system_score_gemma":0.01461154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03397717,"about_ca_topic_score_gemma":0.03999596,"domain_scores_codex":[0.9903585,0.004987391,0.0005122087,0.001363338,0.002032952,0.0007454842],"domain_scores_gemma":[0.9734662,0.01591288,0.003679518,0.001515765,0.003927978,0.001497846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002264916,0.0001218883,0.0525165,0.0008998095,0.00004091356,0.0006670598,0.619498,0.0004148082,0.001740149,0.2004908,0.003974777,0.1194088],"study_design_scores_gemma":[0.00004619185,0.0002995105,0.1489469,0.002203285,0.00008995856,0.001240157,0.4942344,0.001427623,0.002577748,0.06897163,0.2797581,0.0002045428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7711942,0.00789383,0.03869441,0.01947174,0.0005125236,0.0009002914,0.0009264046,0.000186223,0.1602204],"genre_scores_gemma":[0.9595186,0.003288221,0.01213595,0.0009294487,0.00008047111,0.0005812066,0.0002202711,0.0001009825,0.02314495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03397717,"threshold_uncertainty_score":0.08388019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2899043695982955,"score_gpt":0.498189641763334,"score_spread":0.2082852721650384,"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."}}