{"id":"W2474817920","doi":"10.1213/ane.0000000000001450","title":"Perioperative Troponin Screening","year":2016,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; Hamilton Health Sciences","funders":"","keywords":"Medicine; Perioperative; Troponin; Myocardial infarction; Asymptomatic; Aspirin; Internal medicine; Troponin I; Chest pain; Cardiology; Intensive care 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":[0.0006684949,0.0005563086,0.0007420721,0.001227243,0.000364975,0.0005581625,0.0003875149,0.000455662,0.009269992],"category_scores_gemma":[0.002719664,0.0001494714,0.000435933,0.0008645633,0.0001387906,0.0003269403,0.0003577012,0.0006144511,0.003208473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537697,"about_ca_system_score_gemma":0.0006762839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206859,"about_ca_topic_score_gemma":0.002864868,"domain_scores_codex":[0.9992706,0.0001580099,0.000116852,0.00009692708,0.0002600425,0.00009749892],"domain_scores_gemma":[0.9986946,0.0001477414,0.0003025091,0.00006238421,0.0005732332,0.0002195131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001367474,0.0006049508,0.3504025,0.001204934,0.0002297726,0.002704651,0.0002380566,0.0003807821,0.006734679,0.001137373,0.1147112,0.5202837],"study_design_scores_gemma":[0.0003727814,0.003241284,0.7306628,0.00263464,0.0005521949,0.01784476,0.0004646671,0.001670333,0.01057154,0.002619039,0.2292258,0.0001401955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4680019,0.09719348,0.04409528,0.01172625,0.003650529,0.004903979,0.02056388,0.002659708,0.347205],"genre_scores_gemma":[0.8580329,0.04463869,0.02432278,0.006242428,0.00219104,0.001756057,0.01267949,0.0002399693,0.04989668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009269992,"threshold_uncertainty_score":0.03101116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539744616570854,"score_gpt":0.2619120403311893,"score_spread":0.2465145941654807,"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."}}