{"id":"W7128613451","doi":"10.1093/acamed/wvaf081","title":"Wellbeing vs competency? Debunking the false dichotomy in medical education","year":2025,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Harm; Set (abstract data type); Narrative; Curriculum; Quality (philosophy); Professional development; Hidden curriculum; MEDLINE; Medical school","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":[0.02437977,0.0006285698,0.0008047324,0.003411923,0.006338212,0.01264937,0.002203339,0.005330435,0.001696225],"category_scores_gemma":[0.04177928,0.0004639014,0.0005318949,0.001548491,0.08454692,0.02156214,0.01482266,0.01943855,0.0003957421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008390616,"about_ca_system_score_gemma":0.005925792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913612,"about_ca_topic_score_gemma":0.005980577,"domain_scores_codex":[0.9752973,0.01788425,0.0007769472,0.001313503,0.003468374,0.001259586],"domain_scores_gemma":[0.9593308,0.03118533,0.003063376,0.001182508,0.002631207,0.002606755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007408902,0.00007768744,0.00585976,0.000423473,0.00003576805,0.0003712862,0.1415335,0.0001487566,0.0001735429,0.7851751,0.01514817,0.05097885],"study_design_scores_gemma":[0.00003856171,0.0001529893,0.007175913,0.003760967,0.00004547161,0.0007144053,0.1386299,0.0006540451,0.0005398573,0.715801,0.1323729,0.0001140737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06003361,0.04300273,0.006964948,0.84868,0.006065641,0.00002726726,0.00003044753,0.00003605909,0.03515935],"genre_scores_gemma":[0.8701164,0.01617523,0.002794191,0.1053156,0.003100882,0.00007072646,0.00002130222,0.00006427128,0.002341447],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02437977,"threshold_uncertainty_score":0.128934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246643590787037,"score_gpt":0.3750955224935195,"score_spread":0.3626290865856491,"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."}}