{"id":"W2118872938","doi":"10.1093/eurheartj/ehu443","title":"Oral anticoagulation after catheter ablation of atrial fibrillation: caught in the attribution trap?","year":2014,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"British Heart Foundation","keywords":"Medicine; Atrial fibrillation; Ablation; Catheter ablation; Stroke (engine); Ablation of atrial fibrillation; Cardiology; Surgery; Internal medicine; Cohort; Catheter","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":[0.006470812,0.001146254,0.003172621,0.001514375,0.001491345,0.006147477,0.002033386,0.008952023,0.006086325],"category_scores_gemma":[0.0338966,0.0005251835,0.001323588,0.001381788,0.00250021,0.004098631,0.001122918,0.01258777,0.002490094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455906,"about_ca_system_score_gemma":0.002281968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500989,"about_ca_topic_score_gemma":0.002330559,"domain_scores_codex":[0.9949788,0.001440183,0.0009321016,0.0007952515,0.001469752,0.0003840236],"domain_scores_gemma":[0.9696194,0.02172213,0.002346128,0.0004403415,0.00419212,0.001679855],"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":[0.0002239983,0.00003437845,0.0006627777,0.001021083,0.0001233098,0.00038702,0.0001383511,0.00004980862,0.00006777869,0.001390189,0.9520974,0.04380385],"study_design_scores_gemma":[0.0001251466,0.0001945312,0.001958388,0.003512518,0.000297134,0.001761877,0.0004784632,0.00028128,0.0001819499,0.003804868,0.9873173,0.00008662932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005915858,0.09338555,0.0004507948,0.1726784,0.730696,0.00001382874,0.0001083889,0.00004738387,0.00202799],"genre_scores_gemma":[0.00257789,0.04686832,0.0001363268,0.0306108,0.9182021,0.000007703827,0.0000430008,0.00003573114,0.001518198],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008952023,"threshold_uncertainty_score":0.03422135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056872758408655,"score_gpt":0.3412278082007024,"score_spread":0.2355405323598368,"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."}}