{"id":"W4322488229","doi":"10.1111/medu.15067","title":"Whose problem is it anyway? Confronting myths of ‘problems’ in health professions education","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary; Centre for Interdisciplinary Research in Rehabilitation; McGill University Health Centre","funders":"","keywords":"Mythology; Health professions; Problem-based learning; Medical education; Psychology; Medicine; Health care; Political science; Law; 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":[0.1631573,0.001299364,0.001805542,0.007272094,0.01563474,0.03383145,0.006830214,0.02596139,0.003130816],"category_scores_gemma":[0.1854396,0.001236925,0.00176672,0.004920346,0.2221327,0.06894237,0.02529819,0.0621666,0.001086876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01999468,"about_ca_system_score_gemma":0.02852327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004045129,"about_ca_topic_score_gemma":0.002788654,"domain_scores_codex":[0.8365411,0.1312061,0.005608014,0.007134191,0.01496891,0.004541645],"domain_scores_gemma":[0.6155381,0.3350907,0.01473034,0.009728485,0.01816436,0.006747976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006128517,0.00008950455,0.001039808,0.001139524,0.00004205288,0.0002340092,0.2089704,0.0002976288,0.0001177032,0.7325732,0.02939949,0.02603537],"study_design_scores_gemma":[0.0000541847,0.00007846324,0.0004455941,0.00394971,0.00002061232,0.0004576099,0.1309544,0.000720643,0.0002095171,0.7697163,0.0933046,0.00008847144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004113019,0.007867882,0.005527588,0.9740188,0.002615224,0.00003047918,0.00001000696,0.00002797407,0.005788977],"genre_scores_gemma":[0.5208763,0.0224629,0.02680972,0.417127,0.007270129,0.0009008638,0.00005317649,0.0001835456,0.004316256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1631573,"threshold_uncertainty_score":0.8628685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3740797438423941,"score_gpt":0.6767563037785055,"score_spread":0.3026765599361114,"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."}}