{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006482447,0.001451708,0.003135518,0.002151973,0.001420665,0.005645572,0.00300564,0.007939305,0.004011833],"category_scores_gemma":[0.04570194,0.0005808228,0.001450931,0.001667929,0.002871116,0.00357104,0.0008530177,0.0112136,0.002609583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488725,"about_ca_system_score_gemma":0.002547473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739544,"about_ca_topic_score_gemma":0.002418972,"domain_scores_codex":[0.9939359,0.001828878,0.001072478,0.0009129547,0.001895016,0.0003547891],"domain_scores_gemma":[0.9450368,0.03997618,0.003161247,0.0006286809,0.009207697,0.001989369],"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":[0.0001185056,0.00002081336,0.0004287433,0.0008969454,0.00006627952,0.0002018929,0.0001441778,0.00003051096,0.00005224734,0.0005327935,0.9771428,0.02036417],"study_design_scores_gemma":[0.0001488622,0.0002010116,0.00220115,0.004172483,0.0002972896,0.001357193,0.0005356494,0.0002443673,0.0002200507,0.002089201,0.9884365,0.00009619399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0004447971,0.05587238,0.0003212295,0.1751088,0.7666633,0.00001767625,0.0001207244,0.00004639894,0.0014046],"genre_scores_gemma":[0.002152679,0.03061859,0.0001528912,0.05057963,0.9152182,0.0000179506,0.00005623259,0.00003754779,0.001166236],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007939305,"threshold_uncertainty_score":0.03428292,"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."}}