{"id":"W3113255384","doi":"10.1161/circep.120.008867","title":"Positive Clinical Benefit on Patient Care, Quality of Life, and Symptoms After Contact Force–Guided Radiofrequency Ablation in Persistent Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Cardioversion; Ablation; Quality of life (healthcare); Catheter ablation; Radiofrequency ablation; Asymptomatic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001062944,0.0001505914,0.000535797,0.0001095324,0.00004784875,0.00000953172,0.00001659847,0.0001493298,0.00002272783],"category_scores_gemma":[0.0002751037,0.0001387652,0.0002307511,0.0001579506,0.00005535788,0.00009025848,0.00001997418,0.0001147917,0.000003401786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007095318,"about_ca_system_score_gemma":0.00004729514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002984456,"about_ca_topic_score_gemma":0.000002985067,"domain_scores_codex":[0.9984329,0.000167615,0.000724106,0.0003571657,0.0001549679,0.0001631912],"domain_scores_gemma":[0.9991584,0.0002155536,0.000275931,0.0001137236,0.0001160891,0.0001203448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009176808,0.000005689841,0.9101395,0.000187543,0.0002586924,0.000006181177,0.001535782,0.007031098,0.01680885,0.006978034,0.000003896714,0.04786791],"study_design_scores_gemma":[0.003251906,0.002766313,0.9866903,0.00002993543,0.0000846886,0.000003788604,0.00008653553,0.006391522,0.0000583254,0.0003716576,0.000124476,0.0001405087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968632,0.000943889,0.0001103797,0.001133571,0.0001037363,0.0006713229,0.000006626012,0.00002184091,0.000145389],"genre_scores_gemma":[0.9982342,0.00020386,0.00008307725,0.0004261573,0.0009102171,0.00000223769,0.0001210477,0.00001209604,0.000007083488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07655083,"threshold_uncertainty_score":0.5658681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296049291552997,"score_gpt":0.3218823831334282,"score_spread":0.2789218902178982,"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."}}