{"id":"W4285261126","doi":"10.1051/pmed/2021028","title":"Les facteurs et enjeux relationnels lors de l’évaluation des résidents en médecine familiale","year":2022,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0197648,0.0002751618,0.000572787,0.001981926,0.006646938,0.003987709,0.0009761494,0.0009525293,0.004064287],"category_scores_gemma":[0.06380776,0.000363006,0.0003685562,0.001772965,0.006715863,0.002247701,0.003558302,0.001680092,0.0003171149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134252,"about_ca_system_score_gemma":0.01837234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08538979,"about_ca_topic_score_gemma":0.1373859,"domain_scores_codex":[0.9775032,0.01469644,0.001127576,0.001278333,0.003806141,0.001588351],"domain_scores_gemma":[0.9538413,0.02510593,0.006810791,0.00123336,0.009931033,0.003077559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001767086,0.00007486477,0.1030297,0.0008911271,0.00006781313,0.0009294715,0.8428704,0.0001298255,0.001104699,0.003273052,0.004192889,0.04325955],"study_design_scores_gemma":[0.00001688365,0.000183252,0.1519508,0.001230939,0.00004968755,0.0006014422,0.8130242,0.0001659563,0.0006851577,0.00165585,0.03035714,0.00007872918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734191,0.002582075,0.002961389,0.01025998,0.0001920835,0.0002361338,0.0002432465,0.00002539128,0.01008071],"genre_scores_gemma":[0.9932626,0.001158856,0.001525995,0.0008805232,0.00004374009,0.0002404003,0.00005521141,0.00001141507,0.002821381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08538979,"threshold_uncertainty_score":0.1697856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219841673884497,"score_gpt":0.4162612794503087,"score_spread":0.294277112061859,"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."}}