{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003631878,0.0007697414,0.001006917,0.001131968,0.0003187502,0.001033931,0.0006624606,0.0005261019,0.001265978],"category_scores_gemma":[0.005410183,0.0002893084,0.002625617,0.00110015,0.0003149387,0.0005500152,0.001008015,0.0008012871,0.0002420445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005421,"about_ca_system_score_gemma":0.0008174696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618576,"about_ca_topic_score_gemma":0.003276793,"domain_scores_codex":[0.9977862,0.0009019434,0.0002185803,0.0004638614,0.0003613474,0.000268024],"domain_scores_gemma":[0.995432,0.0009519475,0.001790905,0.0004593603,0.0006782557,0.0006875594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004119307,0.0001778876,0.9922606,0.00005384793,0.001242743,0.00005379086,0.00003209889,0.000123489,0.0003178378,0.00003407933,0.0003689952,0.001215461],"study_design_scores_gemma":[0.0004307693,0.001162607,0.9962698,0.000009941307,0.0007719937,0.0001332673,0.00007049696,0.0007323961,0.000153119,0.00005738149,0.0001946353,0.00001341929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969502,0.0002193103,0.0003313546,0.00004444304,0.00001533495,0.00007766817,0.001934113,0.00001188195,0.0004156829],"genre_scores_gemma":[0.9967624,0.00004510356,0.0002459849,0.00003318572,0.00002511629,0.00008148575,0.002647983,0.000008642392,0.000150252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003631878,"threshold_uncertainty_score":0.01920742,"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."}}