{"id":"W1989981300","doi":"10.1016/j.hrthm.2010.08.027","title":"Elusive atrial substrate: Complex fractionated atrial electrograms and beyond","year":2010,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Ablation; Cardiology; Catheter ablation; Isolation (microbiology); Internal medicine; Bioinformatics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003467161,0.00049474,0.002103328,0.0002788097,0.0001846989,0.000103324,0.00005924216,0.0006566402,0.001028277],"category_scores_gemma":[0.0001795902,0.0004005685,0.001401113,0.0004446814,0.0001110995,0.0001072388,0.00007837422,0.0008521415,0.0005614203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008459859,"about_ca_system_score_gemma":0.0002955813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002429413,"about_ca_topic_score_gemma":0.00001677385,"domain_scores_codex":[0.9976556,0.0001397528,0.000807839,0.0005423201,0.0004243354,0.0004300949],"domain_scores_gemma":[0.9985365,0.000363798,0.0003663035,0.0003771425,0.0001239411,0.0002323596],"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":[0.0003241526,0.000008882222,0.0002318658,0.003237721,0.0008184263,0.0001065387,0.00002348697,5.832024e-7,0.000005597351,0.001318649,0.007768451,0.9861556],"study_design_scores_gemma":[0.001660757,0.0001805846,0.0002064986,0.0004313141,0.002272068,0.001252624,0.000007423794,0.00001491904,8.111141e-7,0.00008435808,0.9935391,0.0003495637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002391117,0.9929073,0.00001563793,0.001093326,0.001775553,0.002473095,0.00003121269,0.0001573869,0.001307314],"genre_scores_gemma":[0.00007927871,0.9799665,0.0008866239,0.0001422047,0.01520269,0.000004896597,0.001009477,0.00008186104,0.002626518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858061,"threshold_uncertainty_score":0.9998849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389835727649935,"score_gpt":0.3923021535507383,"score_spread":0.2984037962742389,"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."}}