{"id":"W2327237496","doi":"10.1177/155989771421013","title":"The Role of Asymptomatic AF on Postablation Outcomes","year":2014,"lang":"en","type":"article","venue":"MD Conference Express","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Asymptomatic; Medicine; Atrial fibrillation; Catheter ablation; Incidence (geometry); Cardiology; Internal medicine; Ablation; Stroke (engine)","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":[0.0001988843,0.00009026635,0.0002004656,0.00004766556,0.00007788075,0.00003000058,0.00009890619,0.00003680123,0.00008976208],"category_scores_gemma":[0.0002425533,0.00005458733,0.00007518075,0.00005798831,0.00004309944,0.00005621437,0.00003411954,0.00005098953,0.00005627443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001072376,"about_ca_system_score_gemma":0.00001625931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001442512,"about_ca_topic_score_gemma":0.000003077196,"domain_scores_codex":[0.9992321,0.00005419829,0.0002227982,0.0001106815,0.0002585967,0.0001216543],"domain_scores_gemma":[0.9990885,0.0003669938,0.0001197654,0.0003033431,0.00008283334,0.00003859286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002147148,0.00001759095,0.6161544,0.00005214354,0.0001084492,4.673449e-7,0.0005535689,0.00005448941,0.01401458,0.2733699,0.0005035817,0.09495607],"study_design_scores_gemma":[0.002268811,0.0004341111,0.7889859,0.0001849231,0.000154068,0.000001154421,0.001033412,0.01172214,0.03263623,0.01630047,0.1460076,0.000271174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991764,0.0001009525,0.002377808,0.003933309,0.0003121065,0.0006124631,0.000003791857,0.0001041912,0.09337901],"genre_scores_gemma":[0.997133,0.00001911311,0.000190794,0.0001041723,0.0001089757,0.000003443457,0.000007369228,0.000007821239,0.002425299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570694,"threshold_uncertainty_score":0.2226007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417188784142985,"score_gpt":0.3016785619662312,"score_spread":0.2675066741248014,"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."}}