{"id":"W4395117801","doi":"10.1111/medu.15404","title":"Promoting physician‐as‐manager identities: The role of the workplace learning environment","year":2024,"lang":"en","type":"letter","venue":"Medical Education","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Workplace learning; Medical education; Psychology; Nursing; Public relations; Knowledge management; Business; Medicine; Computer science; Work (physics); Engineering; Political science","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":[0.0054527,0.0003997964,0.0005956423,0.0004448186,0.01162014,0.005924172,0.0017867,0.05802492,0.007166058],"category_scores_gemma":[0.01401375,0.0005597658,0.0005900419,0.0004143936,0.005347657,0.005282947,0.002848302,0.03707428,0.002781358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007056798,"about_ca_system_score_gemma":0.01812816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03549644,"about_ca_topic_score_gemma":0.1123403,"domain_scores_codex":[0.9947083,0.001867756,0.0003649469,0.0004190502,0.001618769,0.00102122],"domain_scores_gemma":[0.9881743,0.006299799,0.0005698102,0.0002259049,0.001645465,0.00308477],"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":[0.00005225879,0.0001513588,0.003543008,0.00006622454,0.000009461937,0.005626164,0.002470285,0.00009979678,0.0005689382,0.01881215,0.9422179,0.02638236],"study_design_scores_gemma":[0.0001283625,0.0001768921,0.007308538,0.000548197,0.00002008978,0.004888847,0.007731787,0.0009548425,0.0004394129,0.02260579,0.9551017,0.0000955342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001161324,0.0004781477,0.00007989194,0.9902469,0.001784781,0.000008637534,0.000005356537,0.000009018522,0.006225932],"genre_scores_gemma":[0.01261103,0.0004758385,0.0002658136,0.9680607,0.003560968,0.00004272161,0.000004667938,0.00001153267,0.01496666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05802492,"threshold_uncertainty_score":0.07057965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008069975300218243,"score_gpt":0.2883965004045116,"score_spread":0.2803265251042934,"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."}}