{"id":"W2073862483","doi":"10.1111/medu.12407","title":"Learning culture and feedback: an international study of medical athletes and musicians","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Athletes; Psychology; Medical education; Physical therapy; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001412061,0.0001147699,0.0002226958,0.000173725,0.00009610178,0.00002358705,0.0001617709,0.0002361262,0.0006455375],"category_scores_gemma":[0.01080692,0.00009419815,0.00001644029,0.0002503472,0.0002293451,0.0001391115,0.00006543864,0.0005490925,0.000004651169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004208728,"about_ca_system_score_gemma":0.0005033735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443664,"about_ca_topic_score_gemma":0.00003283709,"domain_scores_codex":[0.9976158,0.0001316481,0.0003987866,0.0002905389,0.001426287,0.0001369183],"domain_scores_gemma":[0.9991249,0.00006800566,0.0001234079,0.0001919491,0.0003009606,0.0001907354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000312672,0.002523609,0.1233717,0.0001038776,0.0000417917,0.000001643205,0.01221592,5.021035e-7,0.00007840335,0.002102714,0.005051933,0.8544766],"study_design_scores_gemma":[0.005000299,0.003384456,0.7316393,0.001301298,0.0002105677,0.0003095118,0.05822679,0.02705722,0.00006863102,0.0005482601,0.1718828,0.000370837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828458,0.00008678842,0.0003064852,0.01390691,0.0008723723,0.0002516898,2.885997e-7,0.00003955702,0.001690151],"genre_scores_gemma":[0.9917362,0.000160096,0.001000834,0.005649184,0.0009600327,0.0000385237,0.00008758728,0.00001485981,0.0003526566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8541058,"threshold_uncertainty_score":0.9975255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009436272658845344,"score_gpt":0.3500599790811277,"score_spread":0.3406237064222823,"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."}}