{"id":"W4380793466","doi":"10.1161/circ.146.suppl_1.10489","title":"Abstract 10489: CVSA Early Career Investigator Award Finalist: Restrictive or Liberal Transfusion for Acute Coronary Syndromes - Insights From the TRICS-III Randomized Controlled Trial, Systematic Review, and Meta-Analysis","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Mount Sinai Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Mace; Randomized controlled trial; Subgroup analysis; Context (archaeology); Cardiopulmonary bypass; Population; Internal medicine; Meta-analysis; Cardiology; Percutaneous coronary intervention; Intensive care medicine; Surgery; Myocardial infarction","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":[0.01866942,0.00134437,0.009045398,0.003395975,0.0004965109,0.003832727,0.001583816,0.00228197,0.01795513],"category_scores_gemma":[0.04548506,0.0007213291,0.008606572,0.004354782,0.0005710895,0.001953771,0.001378561,0.001795132,0.00117806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938686,"about_ca_system_score_gemma":0.004511289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339623,"about_ca_topic_score_gemma":0.005549867,"domain_scores_codex":[0.9924844,0.00376367,0.002145864,0.0004260087,0.0009566389,0.0002233848],"domain_scores_gemma":[0.9820278,0.01122057,0.003719834,0.0003616036,0.00221234,0.0004579677],"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":[0.01115618,0.00008077641,0.003394953,0.8112135,0.1065985,0.0001730859,0.0001482719,0.0002817306,0.0005457842,0.000497357,0.02965895,0.03625096],"study_design_scores_gemma":[0.03370713,0.00147876,0.01652889,0.335795,0.5811422,0.0002296034,0.0001992559,0.0006496942,0.0004013753,0.001518074,0.02824996,0.00009996272],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01086346,0.9502355,0.001762918,0.009087895,0.003924066,0.008301406,0.01211882,0.0001748856,0.003531024],"genre_scores_gemma":[0.1542051,0.7889104,0.008070693,0.01258496,0.004899077,0.01839061,0.00813229,0.0001443676,0.00466255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01866942,"threshold_uncertainty_score":0.09873456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111495409092076,"score_gpt":0.2954711490622824,"score_spread":0.2443561949713616,"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."}}