{"id":"W3026746069","doi":"10.1161/circulationaha.120.046048","title":"The COMPASS Trial","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Rivaroxaban; Hazard ratio; Internal medicine; Stroke (engine); Myocardial infarction; Aspirin; Cohort; Adverse effect; Population; Confidence interval; Warfarin; Surgery; Atrial fibrillation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007500131,0.00003342695,0.00006810804,0.000009411327,0.00008908652,0.00002134854,0.00002266158,0.00001798912,0.00005132568],"category_scores_gemma":[0.0001326889,0.00002227358,0.00005851678,0.00009603929,0.00001247541,0.00003458542,0.000009447025,0.00003097102,0.0001207542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001183814,"about_ca_system_score_gemma":0.00001065974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.303466e-7,"about_ca_topic_score_gemma":2.696127e-7,"domain_scores_codex":[0.999626,0.00001653064,0.0001139504,0.00006601169,0.0001236026,0.0000539057],"domain_scores_gemma":[0.9997755,0.00005449356,0.00003736759,0.000071808,0.00002293007,0.00003789908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02304792,0.000008858218,0.8448377,0.00005725432,0.0001741436,0.00000632,0.0006656641,0.0009652043,0.002978878,0.05117864,0.01523888,0.06084054],"study_design_scores_gemma":[0.02186632,0.00006780651,0.6913757,0.000004283611,0.00007108706,7.086352e-7,0.00007087825,0.01566237,0.00005978566,0.0004169958,0.2703435,0.00006054987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694619,0.0001331715,0.006243005,0.1083719,0.0006322514,0.00117844,5.286132e-7,0.0001667654,0.01381199],"genre_scores_gemma":[0.9978159,0.000004659834,0.00004507263,0.0005452306,0.00143014,0.000001072677,0.00001261773,0.000004376993,0.0001409071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551046,"threshold_uncertainty_score":0.1552092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340324253490096,"score_gpt":0.3457447542849312,"score_spread":0.2117123289359216,"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."}}