{"id":"W1965654071","doi":"10.1111/j.1365-2044.2006.04587.x","title":"Local clinical quality monitoring for detection of excess operative deaths","year":2006,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Quality (philosophy); Medical emergency; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007930404,0.0001258437,0.000711414,0.00005032392,0.00005911425,0.00001011198,0.00005582759,0.0001463996,0.000005812017],"category_scores_gemma":[0.0001426936,0.00009972999,0.0005315243,0.0001190009,0.0001240882,0.00006024124,0.000009019272,0.0001130379,0.000006789548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000408936,"about_ca_system_score_gemma":0.00005358221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004251627,"about_ca_topic_score_gemma":0.00001933942,"domain_scores_codex":[0.9986626,0.0001469144,0.0005568594,0.0002278683,0.0002180645,0.0001877261],"domain_scores_gemma":[0.9990005,0.0004621358,0.00010604,0.0002165008,0.0001280431,0.00008675948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008427007,0.0003182106,0.8544647,0.00009856652,0.00009893574,0.00006382413,0.00008780747,0.00003658518,0.002397254,0.008014698,0.00004791098,0.1335288],"study_design_scores_gemma":[0.001527752,0.0005664501,0.9511043,0.00004420294,0.0001330618,0.00002617829,0.0002084599,0.0001019782,0.02866921,0.0001371689,0.01734031,0.0001408882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839027,0.0002959082,0.01302598,0.0003661693,0.0001216734,0.0003581634,0.00000183394,0.00004440381,0.001883171],"genre_scores_gemma":[0.9978603,0.00005376688,0.001058617,0.00008115485,0.0003454683,0.00003119705,0.000006270664,0.00001705895,0.0005461744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333879,"threshold_uncertainty_score":0.4066871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963565418614319,"score_gpt":0.3990057261535109,"score_spread":0.3493700719673677,"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."}}