{"id":"W1506551308","doi":"10.1503/cmaj.150316","title":"Physician experience and outcomes among patients admitted to general internal medicine teaching wards","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"Government of Alberta; Alberta Health Services","keywords":"Medicine; Quartile; Odds ratio; Hospital medicine; Confidence interval; Retrospective cohort study; Graduation (instrument); Family medicine; Emergency medicine; Odds; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003800242,0.0002050577,0.0001989263,0.0006856096,0.0005080236,0.0007114944,0.0004050217,0.0003540106,0.001396747],"category_scores_gemma":[0.002875395,0.0001904979,0.0001976238,0.0009967212,0.0004286501,0.0002731661,0.0005163407,0.0005543568,0.0001275696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474262,"about_ca_system_score_gemma":0.001295634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09089894,"about_ca_topic_score_gemma":0.1250623,"domain_scores_codex":[0.9994915,0.00007851182,0.00003172566,0.00006354522,0.0001578877,0.0001769578],"domain_scores_gemma":[0.997288,0.0002844587,0.001284062,0.00005216619,0.000244607,0.000846788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002135626,0.00001672973,0.9995396,0.000001911532,0.000006204432,0.00003271248,0.00004873973,0.00001134135,0.00002523833,0.000002694716,0.00004663804,0.0002469033],"study_design_scores_gemma":[0.000002301453,0.00003192043,0.999693,0.000002856409,0.000003272553,0.00005980071,0.0001307552,0.00003522869,0.000006567895,0.000003476685,0.00002994172,9.458549e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996014,0.00007615241,0.000008418887,0.00003978593,0.000002346854,0.000003463877,0.0001034654,0.000001260375,0.0001636669],"genre_scores_gemma":[0.9997373,0.00003955076,0.00001471244,0.00001794657,0.000005007307,0.000001784144,0.0001422697,4.552946e-7,0.00004100824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09089894,"threshold_uncertainty_score":0.1807397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276406782392243,"score_gpt":0.4060700454493475,"score_spread":0.363305977625425,"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."}}