{"id":"W2030429140","doi":"10.1111/medu.12235","title":"Music lessons: revealing medicine's learning culture through a comparison with that of music","year":2013,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Psychology; Medical education; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007133325,0.0002273267,0.0005412114,0.0002054524,0.0001556435,0.00001639019,0.0002097332,0.0002971946,0.005572201],"category_scores_gemma":[0.005099048,0.0001555848,0.00005367097,0.001055077,0.0005297107,0.0002535916,0.0000352553,0.0009809814,0.00008331037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750097,"about_ca_system_score_gemma":0.001414494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008014363,"about_ca_topic_score_gemma":0.000021669,"domain_scores_codex":[0.9970175,0.0001234215,0.0006956588,0.0003795205,0.001462619,0.000321295],"domain_scores_gemma":[0.9980786,0.0001112532,0.0004289985,0.0004155797,0.0008231594,0.0001423938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006987148,0.001606623,0.0412571,0.0009972765,0.0001217074,0.000003281011,0.0340344,0.00001130033,0.00103944,0.003747824,0.6110094,0.3061018],"study_design_scores_gemma":[0.007721159,0.003260395,0.167209,0.0199261,0.001060383,0.0006577894,0.1880797,0.008007034,0.003218359,0.003686078,0.5958799,0.001294028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897365,0.001433568,0.008308339,0.08202974,0.001615099,0.001220333,5.447448e-7,0.0001651123,0.01549071],"genre_scores_gemma":[0.9725586,0.0001098541,0.01084567,0.01314408,0.001022309,0.0002410711,0.0002650349,0.00003813313,0.001775283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3048078,"threshold_uncertainty_score":0.9953368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449754987994931,"score_gpt":0.3768773044568915,"score_spread":0.3323797545769422,"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."}}