{"id":"W2996371608","doi":"10.1161/circep.119.007612","title":"Outcomes and Anticoagulation Use After Catheter Ablation for Atrial Fibrillation","year":2019,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Atrial fibrillation; Hazard ratio; Catheter ablation; Discontinuation; Ablation; Internal medicine; Stroke (engine); Cardiology; Propensity score matching; Proportional hazards model; Cohort; Myocardial infarction; Surgery; 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":[0.001442704,0.0001739973,0.0003579273,0.0007039114,0.000326065,0.0008284181,0.0003044115,0.0005506693,0.001196835],"category_scores_gemma":[0.007940124,0.0001065884,0.0006442008,0.001206112,0.0003073926,0.0004844262,0.0004152455,0.0008722616,0.0001493446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650308,"about_ca_system_score_gemma":0.0004715835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062655,"about_ca_topic_score_gemma":0.001699443,"domain_scores_codex":[0.9987957,0.000299504,0.000223454,0.0002294627,0.0002731814,0.0001786459],"domain_scores_gemma":[0.9910622,0.001697841,0.005637651,0.0002642028,0.0004925444,0.0008455287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566672,0.00004136925,0.9974657,0.0000171794,0.0001210839,0.00004936428,0.00003335765,0.00008367824,0.00005820468,0.00002245855,0.00008886757,0.001862039],"study_design_scores_gemma":[0.00001439493,0.0001012853,0.9992033,0.000008811114,0.00004511628,0.000220902,0.00003331326,0.000166977,0.0000356829,0.00005402869,0.000112191,0.000004029458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979166,0.0008620108,0.0000783698,0.0001935488,0.00001186208,0.000006493588,0.0003607499,0.000003549103,0.0005667182],"genre_scores_gemma":[0.9992725,0.0002106461,0.00002589512,0.00003452938,0.00002542938,0.000005929349,0.0003848104,0.000001583426,0.00003873427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002062655,"threshold_uncertainty_score":0.007629812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539543442499147,"score_gpt":0.289133632008613,"score_spread":0.2637381975836215,"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."}}