{"id":"W2149549431","doi":"10.1586/14779072.2015.1011128","title":"Catheter ablation for asymptomatic atrial fibrillation?","year":2015,"lang":"en","type":"article","venue":"Expert Review of Cardiovascular Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Ablation; Atrial fibrillation; Asymptomatic; Catheter ablation; Cardiology; Stroke (engine); Internal medicine; Surgery","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":[0.001168383,0.0001498409,0.0008237876,0.00007526526,0.00003145351,0.00001020383,0.00006487389,0.00005695211,0.00005345682],"category_scores_gemma":[0.0002850415,0.0001106388,0.002502188,0.000180661,0.00002437304,0.0001067028,0.00001442524,0.00002816191,0.00001971142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004819479,"about_ca_system_score_gemma":0.00006767917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009233916,"about_ca_topic_score_gemma":6.947587e-8,"domain_scores_codex":[0.9985382,0.0001162945,0.0004736374,0.0001947568,0.000546456,0.0001306585],"domain_scores_gemma":[0.9988732,0.00006445741,0.000143665,0.0005277297,0.0003078557,0.0000830541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007165408,0.00001685937,0.005070727,0.004926872,0.01109924,0.000003674714,0.0008782563,0.001168543,0.0002384486,0.0009219247,0.01928849,0.9556704],"study_design_scores_gemma":[0.003704519,0.0002425982,0.0006735303,0.0009413915,0.0004168516,0.000008381994,0.00002079719,0.0002855003,0.0003623267,0.0001323176,0.9930753,0.000136496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005190162,0.9676753,0.0194982,0.002276259,0.0006598131,0.003297792,0.000003150032,0.00007851424,0.001320818],"genre_scores_gemma":[0.08659844,0.8659329,0.02829289,0.002262336,0.0152146,0.00005995058,0.0003756451,0.0001399589,0.001123302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9737868,"threshold_uncertainty_score":0.4511718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08170639071315883,"score_gpt":0.3719026718092239,"score_spread":0.2901962810960651,"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."}}