{"id":"W4405371659","doi":"10.1097/aco.0000000000001454","title":"Preventing, identifying and managing myocardial injury after non cardiac surgery – a narrative review","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Etiology; Intensive care medicine; Anemia; Troponin; Internal medicine; Myocardial infarction","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":[0.001862613,0.0007934379,0.007150458,0.0008696879,0.00006313599,0.00005165342,0.0001456478,0.000469296,0.00004552189],"category_scores_gemma":[0.0002846637,0.0005912656,0.003021478,0.0007090685,0.0001924515,0.00009356124,0.0002189814,0.001153556,0.0001409889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820054,"about_ca_system_score_gemma":0.0003832519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001045723,"about_ca_topic_score_gemma":5.170846e-7,"domain_scores_codex":[0.9951876,0.001277047,0.001485497,0.001096471,0.0003337833,0.0006196391],"domain_scores_gemma":[0.9980626,0.0007114452,0.0003727957,0.0005572623,0.00005591386,0.0002399887],"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":[0.00003044179,0.00003558802,0.00125062,0.1704745,0.0002673826,0.0001039707,0.0001635886,7.419009e-9,2.508669e-8,0.00009274435,0.008710576,0.8188705],"study_design_scores_gemma":[0.00006837562,0.00008345066,0.0006668387,0.2149571,0.001590708,0.0001208708,0.00002931053,8.260912e-7,3.542778e-8,0.00002774638,0.7820414,0.0004133106],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001379072,0.9907427,0.000002131242,0.0003082344,0.006451852,0.002024705,0.00002580158,0.00007425885,0.0002324551],"genre_scores_gemma":[0.00002912451,0.9972293,0.00002170407,0.0001366007,0.001022214,0.0009238379,0.0003428923,0.0000942693,0.0002000549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8184572,"threshold_uncertainty_score":0.9996539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07337593815904905,"score_gpt":0.4132274837620047,"score_spread":0.3398515456029557,"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."}}