{"id":"W2563841353","doi":"10.1016/j.cjca.2015.07.508","title":"CLINICAL AND PATIENT CHARACTERISTICS OF DE NOVO AND REPEAT ATRIAL FIBRILLATION ABLATION PROCEDURES IN ONTARIO: INSIGHTS FROM A PROSPECTIVE, PROVINCIAL-BASED REGISTRY","year":2015,"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":"Toronto Public Health","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Catheter ablation; Atrial flutter; Population; Internal medicine; Cardiology; Prospective cohort study; Clinical trial; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006055289,0.0002718781,0.0005119799,0.001205498,0.0017628,0.001105031,0.001278584,0.0005407051,0.002019398],"category_scores_gemma":[0.003857391,0.0004689338,0.000763484,0.00538865,0.0006375901,0.000578803,0.001047592,0.0006345175,0.0002590483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01553669,"about_ca_system_score_gemma":0.02016516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9658638,"about_ca_topic_score_gemma":0.9843521,"domain_scores_codex":[0.9988208,0.00007711945,0.0001237163,0.0002053287,0.0004209369,0.0003520264],"domain_scores_gemma":[0.995257,0.0003086835,0.001836847,0.000252206,0.001496592,0.0008487278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004196716,0.00001482236,0.9977564,0.00001669297,0.0000336378,0.00006405682,0.0004213307,0.00004887586,0.00008337765,0.00004689537,0.0006818406,0.0007900361],"study_design_scores_gemma":[0.000005011404,0.000008547389,0.9991508,0.000008046471,0.00001492162,0.00005290208,0.0004073271,0.00007869131,0.00001026655,0.00001076215,0.0002476117,0.000005038263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876745,0.0002994003,0.0001148553,0.0003255053,0.000006949299,0.00004607037,0.008892292,0.00001349488,0.002626999],"genre_scores_gemma":[0.9959112,0.0002494458,0.0001449858,0.00007646518,0.000006913658,0.00002515422,0.003125407,0.000006640385,0.0004537207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413624,"threshold_uncertainty_score":0.1127271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03903706224864404,"score_gpt":0.2904451247135134,"score_spread":0.2514080624648694,"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."}}