{"id":"W2083391328","doi":"10.1097/aln.0000000000000113","title":"Myocardial Injury after Noncardiac Surgery","year":2014,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":983,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University; University of Manitoba; McMaster University; Population Health Research Institute","funders":"National Center for Research Resources; National Institute of General Medical Sciences; National Cancer Institute; Medical Research Council; Ministério da Saúde; Chinese University of Hong Kong; National Health and Medical Research Council; Hamilton Health Sciences; Heart and Stroke Foundation of Canada; Manitoba Health Research Council; Academy of Medical Sciences; National Institute for Health and Care Research; American Heart Association; Inyuvesi Yakwazulu-Natali; Canadian Institutes of Health Research; Uniwersytet Jagielloński Collegium Medicum; McMaster University; Department of Surgery, University of Manitoba; Universidad Autónoma de Bucaramanga; Stryker; Instituto de Salud Carlos III; Universidad Industrial de Santander; Universiti Malaya; Manitoba Medical Service Foundation; Fundació la Marató de TV3","keywords":"Medicine; Perioperative; Troponin; Hazard ratio; Internal medicine; Prospective cohort study; Troponin T; Cardiology; Myocardial infarction; Population; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007760414,0.0002359886,0.00135059,0.0001584452,0.000052726,0.00001244731,0.00007240965,0.0002954582,0.0002487052],"category_scores_gemma":[0.0004721418,0.0001820238,0.001024858,0.0001592716,0.0001872488,0.00004902674,0.00003020702,0.0002042033,0.0008641233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002639047,"about_ca_system_score_gemma":0.00007824384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002562463,"about_ca_topic_score_gemma":8.30661e-7,"domain_scores_codex":[0.9981794,0.0003987808,0.0003491251,0.0003831378,0.0002214184,0.0004681742],"domain_scores_gemma":[0.9975033,0.001614452,0.00006138659,0.0005134979,0.00006588255,0.0002414352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008262476,0.0000533252,0.9705385,0.00003108349,0.0001040159,0.0005320532,0.00006000872,6.744296e-7,0.0002045571,0.001431575,0.004210474,0.02200747],"study_design_scores_gemma":[0.0001742657,0.0001516876,0.5674795,0.00001278262,0.000086416,0.000392197,0.00000819563,0.000003215215,0.0001578059,0.00006218986,0.4313341,0.0001377036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830645,0.0004182915,0.00001718041,0.001271666,0.0003977287,0.000190294,0.000001743755,0.000131706,0.01450688],"genre_scores_gemma":[0.9873765,0.0001424352,0.0001583875,0.009985574,0.0009798628,0.00006711175,0.0000239078,0.00003799689,0.001228296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4271236,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008924632641858905,"score_gpt":0.2422298485595529,"score_spread":0.233305215917694,"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."}}