{"id":"W2793551952","doi":"10.1007/s40140-018-0247-8","title":"Preoperative Cardiac Evaluation of the Patient Undergoing Noncardiac Surgery","year":2018,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Anesthesiology; Pain medicine; Cardiac surgery; Intensive care medicine; Surgery; Anesthesia","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":[0.0002179977,0.0002632032,0.0003427967,0.001262222,0.0007606742,0.0006758181,0.0002281124,0.0008039629,0.003934279],"category_scores_gemma":[0.002516928,0.0001588658,0.0002976251,0.0004483425,0.0003545227,0.0005999099,0.0003634553,0.001048144,0.0003341524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792542,"about_ca_system_score_gemma":0.001010116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121935,"about_ca_topic_score_gemma":0.003680136,"domain_scores_codex":[0.9997568,0.00003989592,0.00004170424,0.00001903688,0.0000530752,0.00008955591],"domain_scores_gemma":[0.9990743,0.0001931584,0.000172222,0.00001897982,0.0001368692,0.000404419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003752362,0.0004116803,0.9542475,0.0001218647,0.00003092491,0.02629556,0.0005068035,0.000167303,0.00195639,0.0002786373,0.002940326,0.01266782],"study_design_scores_gemma":[0.00002708755,0.001151526,0.9265662,0.0003531638,0.00008035894,0.06115118,0.005097076,0.0008732057,0.001355503,0.0005731655,0.00271549,0.0000559535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9806098,0.002209621,0.0004252175,0.003072526,0.0001986588,0.00008075049,0.0003556352,0.00001906902,0.01302867],"genre_scores_gemma":[0.9962309,0.001705914,0.0004611203,0.0004535851,0.0002652321,0.00002019115,0.0003193574,0.000003618548,0.0005401028],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003934279,"threshold_uncertainty_score":0.01316142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04386214306155715,"score_gpt":0.3145826575614734,"score_spread":0.2707205144999162,"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."}}