{"id":"W2326790748","doi":"10.1097/hco.0000000000000069","title":"Myocardial injury after noncardiac surgery","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute; University of Toronto","funders":"American Heart Association","keywords":"Medicine; Perioperative; Troponin; Observational study; Troponin I; Aspirin; Myocardial ischemia; Internal medicine; Myocardial infarction; Surgery; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00173961,0.0008341012,0.01193994,0.0008567107,0.00003942293,0.0000254832,0.0001926761,0.001091149,0.00006568572],"category_scores_gemma":[0.0006272355,0.0006523332,0.008187211,0.0005347249,0.00023832,0.0000487117,0.000164639,0.001293888,0.0006616456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917142,"about_ca_system_score_gemma":0.0006596418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004220594,"about_ca_topic_score_gemma":1.045952e-7,"domain_scores_codex":[0.9943468,0.001841643,0.001529815,0.001011361,0.0004565472,0.0008138426],"domain_scores_gemma":[0.9953408,0.002884762,0.0003166206,0.001027042,0.00009230554,0.0003385032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001167739,0.00003688442,0.01302663,0.02074252,0.0005519852,0.00009744614,0.00001229067,5.254535e-7,1.197767e-8,0.0002347817,0.01865582,0.9465243],"study_design_scores_gemma":[0.0002901589,0.00006021571,0.003932653,0.01136359,0.0009214926,0.0006795213,0.000002695725,4.594092e-7,2.240576e-8,0.00000790685,0.9821529,0.000588383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000161635,0.9683232,0.00003520153,0.00008379127,0.02712195,0.001148227,0.0000930922,0.00009245772,0.003085863],"genre_scores_gemma":[0.00007249724,0.987719,0.00001420399,0.00007663122,0.01016409,0.0008652327,0.0008669255,0.0001094737,0.0001119657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9634971,"threshold_uncertainty_score":0.9995928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08735327687343132,"score_gpt":0.4070512547905986,"score_spread":0.3196979779171673,"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."}}