{"id":"W2892626737","doi":"10.1016/j.cjca.2018.07.283","title":"HEALTHCARE RESOURCE UTILIZATION IN PATIENTS WITH ATRIAL FIBRILLATION TREATED WITH CATHETER ABLATION: THE EFFECT OF RECURRENCE AND AF BURDEN","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Ablation; Sinus rhythm; Internal medicine; Cardiology; Prospective cohort study; Cohort","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001345286,0.0003928933,0.001177509,0.0009945106,0.0005665227,0.001915717,0.0009030974,0.001536789,0.003706471],"category_scores_gemma":[0.008878036,0.0004526857,0.003880554,0.002233056,0.0003984975,0.001572653,0.001458812,0.002276336,0.0003737311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013,"about_ca_system_score_gemma":0.001303558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03407551,"about_ca_topic_score_gemma":0.03566097,"domain_scores_codex":[0.9983872,0.0005340574,0.0002626759,0.0002536757,0.0001907318,0.0003716655],"domain_scores_gemma":[0.9940479,0.001882395,0.002361955,0.0004064021,0.0003814985,0.0009199749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002972435,0.00005025939,0.9963792,0.00002899988,0.0006471858,0.00008332333,0.00005869382,0.0002387082,0.00004426236,0.00007287586,0.0002671791,0.001832137],"study_design_scores_gemma":[0.00001297319,0.00007639296,0.9978356,0.00002886775,0.0002877864,0.0001787597,0.0003113972,0.0009309416,0.0000170606,0.0001220751,0.0001833484,0.00001480952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921857,0.004362002,0.0001265417,0.0009046798,0.00005799201,0.000007513485,0.001115377,0.000008404094,0.001231854],"genre_scores_gemma":[0.9982974,0.0005890611,0.0000558662,0.00009842504,0.00007852406,0.000006103618,0.0006935652,0.000004458923,0.0001766508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03407551,"threshold_uncertainty_score":0.06775433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640228886268908,"score_gpt":0.2806465078915182,"score_spread":0.2542442190288292,"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."}}