{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013175,0.001164204,0.003331489,0.003218621,0.0002294625,0.001528514,0.001026676,0.001674226,0.003089687],"category_scores_gemma":[0.001817162,0.0003961378,0.0008381871,0.002841071,0.0007347087,0.001915053,0.0008400917,0.001836834,0.001132313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006627679,"about_ca_system_score_gemma":0.001421201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844766,"about_ca_topic_score_gemma":0.004684579,"domain_scores_codex":[0.9997,0.00005764559,0.00006275932,0.00005645487,0.0001030348,0.00002008975],"domain_scores_gemma":[0.9989762,0.0006791359,0.0001625766,0.00001556247,0.000127968,0.00003847879],"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":[0.0001136967,0.00005898508,0.0003730755,0.04240557,0.0004602721,0.0003798169,0.00006840163,0.0003246539,0.000651362,0.002456508,0.02832883,0.9243788],"study_design_scores_gemma":[0.0001856258,0.0001720609,0.004874535,0.039561,0.001933671,0.005219456,0.000300114,0.0003951223,0.0003190775,0.0067418,0.9402188,0.00007876811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004658484,0.999451,0.00004236718,0.0001348559,0.00008677659,0.000002024153,0.000006607154,0.000001453448,0.0002283659],"genre_scores_gemma":[0.0003959233,0.9990326,0.0000756329,0.0001705981,0.0001717218,0.000002351741,0.00001245725,4.199271e-7,0.0001383191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003331489,"threshold_uncertainty_score":0.01033604,"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."}}