{"id":"W2977845974","doi":"10.1111/jce.14202","title":"Population‐level evaluation of complications after catheter ablation in patients with atrial fibrillation and heart failure","year":2019,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Medicine; Atrial fibrillation; Interquartile range; Internal medicine; Cardiology; Odds ratio; Heart failure; Pericardial effusion; Catheter ablation; Population; Confidence interval; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002502222,0.0002398784,0.0004699006,0.001192482,0.0005269407,0.0008991217,0.0006482432,0.0005238668,0.001294358],"category_scores_gemma":[0.00637921,0.000149403,0.0008777396,0.00245497,0.0003300231,0.0004053326,0.0004761216,0.0006012761,0.0001357311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188794,"about_ca_system_score_gemma":0.002222199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07822738,"about_ca_topic_score_gemma":0.09797224,"domain_scores_codex":[0.9981029,0.0005467235,0.0002818557,0.0003521501,0.0005202987,0.0001959812],"domain_scores_gemma":[0.9934111,0.0008470892,0.003412874,0.000319756,0.001421381,0.000587854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004305364,0.00001080215,0.9984456,0.0000196056,0.0001210779,0.00001138692,0.00001678676,0.00007092486,0.00001904578,0.00001200673,0.0001478948,0.001081788],"study_design_scores_gemma":[0.000003953907,0.00004212191,0.9994634,0.000008875403,0.00003520035,0.00004161426,0.00003434371,0.0001765737,0.00001314052,0.00001516234,0.000162307,0.000003386888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885294,0.00196145,0.0008981908,0.0002788805,0.00002489696,0.0001083489,0.005881871,0.00003147043,0.002285531],"genre_scores_gemma":[0.9974064,0.0002483976,0.0003255408,0.00006893102,0.00002176782,0.00005456607,0.001777227,0.000002013101,0.00009511301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07822738,"threshold_uncertainty_score":0.1555441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033682860500614,"score_gpt":0.2743305223569122,"score_spread":0.2539936937519061,"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."}}