{"id":"W2956913724","doi":"10.1371/journal.pone.0219145","title":"Pre-operative stress testing in the evaluation of patients undergoing non-cardiac surgery: A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Relative risk; Sample size determination; MEDLINE; Stress testing (software); Internal medicine; Surgery; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006460373,0.0003676203,0.01719629,0.0003171263,0.00003180709,0.00002844446,0.0001168965,0.0001336902,0.00004640243],"category_scores_gemma":[0.00608133,0.0001842021,0.003321794,0.001182623,0.00003124544,0.00006079026,0.00003730152,0.0002445897,0.00001033612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009835922,"about_ca_system_score_gemma":0.0002990147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002052516,"about_ca_topic_score_gemma":0.000006222182,"domain_scores_codex":[0.9928289,0.003655414,0.001433557,0.0003768596,0.00152378,0.0001815107],"domain_scores_gemma":[0.9865358,0.01123781,0.0009205838,0.0007091173,0.0005417098,0.00005492278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001906045,0.0002847379,0.003451033,0.8448112,0.150562,0.000002672136,0.0001050601,7.884009e-7,1.59572e-8,0.000005091722,0.000004212665,0.0007712352],"study_design_scores_gemma":[0.0000967933,0.00003587563,0.001071908,0.1452767,0.8532555,0.000001434132,0.00002564289,0.00003020454,1.944318e-7,5.154243e-7,0.00006182271,0.0001433827],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003273303,0.9893544,8.79698e-7,0.00006216761,0.000008345505,0.009611743,0.00007177782,0.000007005698,0.0005563144],"genre_scores_gemma":[0.001319366,0.9967892,0.00006317694,0.0001200581,0.00001628473,0.001208902,0.0002627544,0.00002767122,0.0001925985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7026935,"threshold_uncertainty_score":0.9973944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3339940906906502,"score_gpt":0.3818585598047201,"score_spread":0.04786446911406994,"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."}}