{"id":"W2895459144","doi":"10.4414/cvm.2016.00399","title":"Prevention, epidemiology, and prognosis of perioperative myocardial injury","year":2016,"lang":"en","type":"article","venue":"Cardiovascular Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences; University of British Columbia","funders":"","keywords":"Perioperative; Epidemiology; Medicine; Intensive care medicine; Internal medicine; Cardiology; Emergency medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878243,0.0001825521,0.000201161,0.0006940666,0.0001714087,0.0004678181,0.0001811312,0.0003289566,0.001334485],"category_scores_gemma":[0.001664112,0.0001230484,0.0002332306,0.000840552,0.0001421852,0.0003196601,0.0003624845,0.0005038725,0.0002182928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931839,"about_ca_system_score_gemma":0.0004853531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002954016,"about_ca_topic_score_gemma":0.004986553,"domain_scores_codex":[0.9996063,0.0001223426,0.00005431303,0.00004180583,0.0001114954,0.00006365588],"domain_scores_gemma":[0.9991677,0.0000763625,0.0005114027,0.00003308936,0.000111174,0.0001003122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005006132,0.00006470592,0.9805748,0.00003716979,0.0000619182,0.00004612186,0.00002273979,0.00004405161,0.00009790964,0.0001198648,0.0008443615,0.0180362],"study_design_scores_gemma":[0.000004903541,0.00008010119,0.9979934,0.00007178752,0.00006142268,0.0003015268,0.0001308901,0.000153554,0.00006317838,0.0001702748,0.0009657452,0.000003203009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954257,0.03112527,0.000755074,0.002877404,0.0001499879,0.00004094157,0.002249967,0.00002951195,0.00851493],"genre_scores_gemma":[0.9836534,0.01350569,0.0004958337,0.0002768161,0.0003177998,0.00002097458,0.001160811,0.000002718369,0.0005660172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002954016,"threshold_uncertainty_score":0.005873621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367814557973269,"score_gpt":0.3107653962513612,"score_spread":0.2770872506716285,"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."}}