{"id":"W2497990902","doi":"10.1093/bja/aew182","title":"Preoperative heart rate and myocardial injury after non-cardiac surgery: results of a predefined secondary analysis of the VISION study","year":2016,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Universidad Industrial de Santander; Universiti Malaya; National Institute for Health and Care Research; Medical Research Council; University of Manitoba; McMaster University; Universidad Autónoma de Bucaramanga; Stryker; Ministério da Saúde; Royal College of Anaesthetists; Northern Ontario Academic Medicine Association; Hamilton Health Sciences; Heart and Stroke Foundation of Canada; National Research Foundation; Fundación Cardioinfantil - Instituto de Cardiología; Population Health Research Institute","keywords":"Medicine; Myocardial infarction; Heart rate; Cardiology; Internal medicine; Odds ratio; Logistic regression; Mortality rate; Population; Surgery; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.00378477,0.0001352693,0.001415163,0.0002732335,0.00006277512,0.00002330866,0.00007699809,0.00008600682,0.00002465187],"category_scores_gemma":[0.0002891485,0.00008614259,0.001079682,0.0006071599,0.0001415522,0.0001705888,0.0000425569,0.0002128046,9.852465e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003911772,"about_ca_system_score_gemma":0.0005467662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002548301,"about_ca_topic_score_gemma":0.0000557368,"domain_scores_codex":[0.9971007,0.0009890253,0.0009618982,0.0002099918,0.0005415016,0.0001969296],"domain_scores_gemma":[0.998458,0.0001596672,0.0003709776,0.0003452479,0.0004928613,0.0001732007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005656491,0.0008060436,0.7533075,0.0001402332,0.009350594,0.0006796868,0.001611242,0.000007243552,0.00603491,0.000001497952,0.01221921,0.2101853],"study_design_scores_gemma":[0.001365478,0.001418133,0.9911792,0.0006708069,0.002146,0.0002333585,0.0002345061,0.000004195433,0.001390656,0.00000377265,0.001266589,0.00008731624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962966,0.002161425,0.0000133038,0.0008050004,0.00009274518,0.0004251498,0.0001046552,0.000003506537,0.00009761499],"genre_scores_gemma":[0.997444,0.002116818,0.00006552401,0.0001813541,0.0001067062,0.000005986722,0.000002289659,0.00001606463,0.00006124422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378717,"threshold_uncertainty_score":0.3512793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007687498245140718,"score_gpt":0.2552311146363114,"score_spread":0.2475436163911707,"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."}}