{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008531045,0.0005181079,0.0008625759,0.00007547269,0.001191407,0.00008693789,0.0005649867,0.002023732,0.0004232289],"category_scores_gemma":[0.007948935,0.0004710799,0.0002941395,0.0003726293,0.0007629401,0.0007361984,0.0002583361,0.005424312,0.00006172356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005436555,"about_ca_system_score_gemma":0.003864317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638956,"about_ca_topic_score_gemma":0.003025936,"domain_scores_codex":[0.9808476,0.01480308,0.001729623,0.0006758561,0.0007977622,0.001146081],"domain_scores_gemma":[0.988028,0.009227769,0.0008934165,0.0005177484,0.0003747221,0.0009583618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045656,0.0005202748,0.3117653,0.003496399,0.0001017863,0.0001268526,0.5076843,0.00006012943,0.0005007396,0.01039483,0.1236289,0.04161596],"study_design_scores_gemma":[0.001242426,0.0004771935,0.3602968,0.003415736,0.0001949133,0.00002046659,0.174393,0.00356975,0.000530906,0.001115522,0.4540744,0.0006688088],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8067138,0.006972384,0.02340707,0.1523371,0.0007409863,0.001284798,0.0004033502,0.0005590224,0.00758146],"genre_scores_gemma":[0.9257717,0.0424874,0.006181199,0.01870629,0.001360547,0.0002681156,0.0002200858,0.0001234107,0.00488128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3332913,"threshold_uncertainty_score":0.9997741,"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."}}