{"id":"W2331966507","doi":"10.1097/acm.0000000000000735","title":"Attending Physician Variability","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Competence (human resources); Observational study; Psychology; Empowerment; Nursing; Context (archaeology); Medical education; Proactivity; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01008744,0.0002219852,0.0002602941,0.000776945,0.00120594,0.00184621,0.00112191,0.0005911354,0.004292659],"category_scores_gemma":[0.06044606,0.0001831648,0.0004126842,0.000907458,0.001481909,0.0007758703,0.002658885,0.00083581,0.0006465107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00422408,"about_ca_system_score_gemma":0.005621436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008378912,"about_ca_topic_score_gemma":0.009740293,"domain_scores_codex":[0.9811645,0.007774958,0.001607571,0.001915859,0.006216316,0.001320906],"domain_scores_gemma":[0.9471412,0.02418115,0.0130944,0.005157434,0.006054793,0.00437106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003803738,0.0001671439,0.698061,0.0006476139,0.0001617609,0.001624455,0.0376702,0.001782821,0.00287638,0.00441965,0.01498096,0.2372277],"study_design_scores_gemma":[0.00007175335,0.0004992952,0.840094,0.001314658,0.0001259601,0.01213047,0.04642568,0.003440729,0.002323234,0.01179823,0.08163077,0.0001454191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285665,0.003726159,0.02086316,0.008697663,0.0005018982,0.0002669217,0.0006268617,0.0004015094,0.03634935],"genre_scores_gemma":[0.995886,0.0003629798,0.001884759,0.0007334562,0.00008697751,0.00005503582,0.0001363479,0.00002673225,0.0008276795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008744,"threshold_uncertainty_score":0.05334812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06882554121078197,"score_gpt":0.401927286649714,"score_spread":0.333101745438932,"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."}}