{"id":"W2031431956","doi":"10.1111/acem.12330","title":"Enhancing the Quality of Morbidity and Mortality Rounds: The Ottawa M&M Model","year":2014,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Attendance; Intervention (counseling); Presentation (obstetrics); Family medicine; Quality management; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004546305,0.0002834902,0.0006835354,0.00005783271,0.0003004168,4.920169e-7,0.0003170582,0.0001783305,0.0003071903],"category_scores_gemma":[0.00287011,0.0001385866,0.0001486826,0.0003613678,0.0006862418,0.00008316408,0.0001293788,0.0008286368,0.000008017177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002973833,"about_ca_system_score_gemma":0.00005507974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482296,"about_ca_topic_score_gemma":0.001355585,"domain_scores_codex":[0.9965553,0.0002677947,0.001601047,0.0003930031,0.0007923699,0.0003904612],"domain_scores_gemma":[0.9980051,0.0003636106,0.0004402933,0.0007789906,0.000262837,0.0001491735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178072,0.00008610052,0.8138425,0.0009363835,0.0006033032,6.2857e-7,0.01437702,0.00008397474,0.08753357,0.01930841,0.06029796,0.002812355],"study_design_scores_gemma":[0.0009891571,0.0001797609,0.9639571,0.000225588,0.0007045473,0.00001150229,0.002352225,0.001107032,0.001282256,0.01086702,0.01804817,0.0002756589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960246,0.009200791,0.003737676,0.008482685,0.001086392,0.0004065547,0.000008600533,0.0000603694,0.01677095],"genre_scores_gemma":[0.986964,0.009928288,0.00007352966,0.0006212064,0.001035713,0.00003911812,0.00001179283,0.00002317961,0.001303152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501146,"threshold_uncertainty_score":0.5651399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144677350097166,"score_gpt":0.4234286248413159,"score_spread":0.2787512747441499,"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."}}