{"id":"W2981549066","doi":"10.1093/europace/euz284","title":"Stopping oral anticoagulation after successful ablation for atrial fibrillation: reality or fiction?","year":2019,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Ablation of atrial fibrillation; Cardiology; Internal medicine; Catheter ablation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004598425,0.0004058396,0.0007457928,0.0003144986,0.0001559508,0.0001445853,0.00009513125,0.0005496982,0.0006726378],"category_scores_gemma":[0.000534958,0.0003479499,0.0005891905,0.0003548259,0.00004157484,0.0003336795,0.00006667685,0.0004331755,0.0001900041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811519,"about_ca_system_score_gemma":0.0001395015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003494238,"about_ca_topic_score_gemma":0.000007509157,"domain_scores_codex":[0.997425,0.0002014638,0.0007049651,0.0006564325,0.0006248018,0.0003873867],"domain_scores_gemma":[0.9979118,0.0006150279,0.0005283704,0.0005773942,0.0003138053,0.00005367994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002723067,0.000002077338,0.07406693,0.001251618,0.0002861745,0.0000596942,0.00009233906,0.001287237,0.00002614319,0.00003573673,0.9170955,0.003073454],"study_design_scores_gemma":[0.002265974,0.0002228307,0.04875195,0.0001558126,0.0006994488,0.00001558176,0.00001160156,0.00529192,0.00001168258,0.00004161442,0.9421567,0.0003748212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01051603,0.0005400918,0.02471116,0.9462463,0.006873965,0.006354278,0.0001723577,0.0005599385,0.004025941],"genre_scores_gemma":[0.1424068,0.0004623154,0.0068405,0.2060572,0.2393397,0.0000324325,0.01263104,0.0006578904,0.3915721],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.740189,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0959379676657813,"score_gpt":0.3628185443433589,"score_spread":0.2668805766775776,"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."}}