{"id":"W2906585298","doi":"10.1111/jce.13822","title":"Anticoagulation after catheter ablation of atrial fibrillation: An unnecessary evil? A systematic review and meta‐analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Confidence interval; Internal medicine; Risk stratification; Incidence (geometry); Retrospective cohort study; Cohort study; Cardiology; Prospective cohort study; Cohort; Ablation; Lower risk; Meta-analysis; Surgery","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":[0.01701531,0.002025472,0.01766656,0.00451166,0.0005611791,0.003374551,0.002124951,0.002338868,0.004248263],"category_scores_gemma":[0.04869865,0.001237874,0.02920732,0.005761071,0.0008686971,0.002242021,0.001257011,0.001848071,0.0002537419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869156,"about_ca_system_score_gemma":0.002710139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870592,"about_ca_topic_score_gemma":0.01009222,"domain_scores_codex":[0.9847439,0.008501717,0.003927905,0.001362409,0.001127513,0.0003364971],"domain_scores_gemma":[0.9506972,0.0396245,0.006166982,0.001086987,0.002065348,0.0003589426],"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":[0.001931373,0.00002450191,0.005561872,0.3576619,0.6188532,0.0001341569,0.00007399289,0.0002991515,0.00009821086,0.000189988,0.0009797942,0.01419182],"study_design_scores_gemma":[0.0006266414,0.0001545977,0.004471853,0.03212733,0.9602315,0.0001018162,0.00005181156,0.0002353201,0.00006975153,0.0003127681,0.001592328,0.00002438659],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003595772,0.9948572,0.0003904048,0.0002919366,0.0001987195,0.000129736,0.0003290917,0.0000126507,0.0001945188],"genre_scores_gemma":[0.2482531,0.7452121,0.001779857,0.002089317,0.0007207027,0.000880044,0.0007344276,0.00003444677,0.0002959792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01766656,"threshold_uncertainty_score":0.08998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06660882075766386,"score_gpt":0.3559781906078639,"score_spread":0.2893693698502,"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."}}