{"id":"W2806018567","doi":"10.1161/circep.118.006484","title":"Catheter Ablation of Atrial Fibrillation","year":2018,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Atrial fibrillation; Sinus rhythm; Medicine; Cardiology; Internal medicine; Catheter ablation; Stroke (engine); Cardioversion; Ablation; Rhythm; Randomized controlled trial","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":[0.00009684527,0.0002556691,0.0006509328,0.000320115,0.00008645148,0.00001447278,0.00003772071,0.0006963226,0.0001973657],"category_scores_gemma":[0.00009363435,0.0002336997,0.0003522765,0.0002009332,0.0001426621,0.00008688396,0.00003049576,0.0003205094,0.00005412375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007522988,"about_ca_system_score_gemma":0.00007802357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288688,"about_ca_topic_score_gemma":5.782779e-7,"domain_scores_codex":[0.9984435,0.0001079259,0.0005228807,0.0004168431,0.0002378318,0.0002709711],"domain_scores_gemma":[0.9988851,0.0001099858,0.000454441,0.0003023668,0.0002089037,0.00003922533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005551002,0.00001469203,0.06807091,0.00537128,0.005574332,0.0002881989,0.001418232,0.003881593,0.2167276,0.007194053,0.5563694,0.1295387],"study_design_scores_gemma":[0.002017038,0.001079056,0.09667812,0.0001009974,0.0008456024,0.0001244016,0.00000514157,0.00671863,0.0004660343,0.004521142,0.8869405,0.000503392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6662423,0.001282621,0.001863579,0.3253999,0.001465061,0.001851703,0.00002290019,0.0001994242,0.001672491],"genre_scores_gemma":[0.852229,0.0005949931,0.0008479388,0.04275708,0.09825516,0.000003301075,0.002784848,0.0001115476,0.002416152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330571,"threshold_uncertainty_score":0.9529996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915959287028652,"score_gpt":0.2877525943713257,"score_spread":0.2585930015010391,"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."}}