{"id":"W3162448548","doi":"10.1161/circ.142.suppl_3.17301","title":"Abstract 17301: Safety of Direct Oral Anticoagulants Compared to Warfarin for Atrial Fibrillation After Cardiac Surgery: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Warfarin; Stroke (engine); Internal medicine; Relative risk; Cochrane Library; Population; Observational study; Meta-analysis; Clinical trial; Cohort study; Confidence interval","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":[0.01808508,0.002851329,0.02035761,0.007705718,0.0006208586,0.003834468,0.00232439,0.002619626,0.005008259],"category_scores_gemma":[0.04561496,0.001525523,0.03983823,0.008039379,0.0008763302,0.002108763,0.001432249,0.001934656,0.000402515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974679,"about_ca_system_score_gemma":0.003473479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005670507,"about_ca_topic_score_gemma":0.008619874,"domain_scores_codex":[0.9843271,0.006992653,0.005244102,0.001444963,0.001670435,0.00032073],"domain_scores_gemma":[0.9682838,0.02355347,0.005240024,0.000842438,0.001801014,0.0002792703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001237725,0.00001996146,0.003216984,0.3414892,0.6471847,0.00009265646,0.00005651416,0.000338181,0.0001436442,0.0001025438,0.0005274422,0.005590477],"study_design_scores_gemma":[0.0005561293,0.0001298463,0.002972121,0.02580959,0.969043,0.00008419752,0.00002861435,0.0001602566,0.00008724667,0.0001877136,0.0009218378,0.0000195245],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005369806,0.9915454,0.0007473017,0.0003334015,0.0002455577,0.0004406286,0.000994721,0.00003661007,0.0002866213],"genre_scores_gemma":[0.232535,0.7562861,0.003845949,0.001749698,0.0005843133,0.002502715,0.001912111,0.00007052541,0.0005133853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02035761,"threshold_uncertainty_score":0.09564418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221198753901178,"score_gpt":0.4009130511653313,"score_spread":0.1787931757752136,"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."}}