{"id":"W2407894578","doi":"10.1093/europace/euw072","title":"Cost effectiveness of LAA closure in patients with AF and contraindications to warfarin: comment","year":2016,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Percutaneous; Atrial fibrillation; Pericardial effusion; Warfarin; Closure (psychology); Stroke (engine); Cardiology; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002218589,0.0001778234,0.0004407136,0.0002029604,0.00002710601,0.000009979055,0.00006633581,0.0001143951,0.00004051215],"category_scores_gemma":[0.0001025172,0.0001208552,0.00004496262,0.000161967,0.00005517974,0.00003302052,0.00006274683,0.0002291872,0.00002695863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006522733,"about_ca_system_score_gemma":0.00002653576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001848402,"about_ca_topic_score_gemma":0.000004080744,"domain_scores_codex":[0.9988814,0.00018827,0.0002111562,0.000253521,0.0002827994,0.0001828319],"domain_scores_gemma":[0.9990623,0.0003764419,0.0001404997,0.0002706344,0.00009492748,0.00005517648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005753717,0.00001242475,0.8580883,0.0004980339,0.0001132883,0.0000271283,0.00009072501,0.000002275554,0.00001146837,0.00009148269,0.1391618,0.001327651],"study_design_scores_gemma":[0.002829475,0.0002037115,0.5148093,0.0003598399,0.00006949117,4.498704e-7,0.000003797699,4.568906e-7,0.00001829912,0.000005380976,0.4816134,0.00008643857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08532076,0.00007967836,0.0006908968,0.9064738,0.000238696,0.004230203,0.0001155504,0.0000420028,0.00280838],"genre_scores_gemma":[0.6847736,0.00005935872,0.0004748318,0.3036,0.00195445,0.00006027408,0.0007995776,0.0001606922,0.008117208],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6028737,"threshold_uncertainty_score":0.4928333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420188645786135,"score_gpt":0.31058472423455,"score_spread":0.2685658596559365,"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."}}