{"id":"W2011366292","doi":"10.1097/hco.0b013e3282f2e27c","title":"Atrial-fibrillation ablation should be considered first-line therapy for some patients","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Cardiology; Ablation Therapy; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0003216254,0.0005177232,0.002773573,0.0006407191,0.0001218113,0.00001723653,0.0001095231,0.0005144058,0.00002611343],"category_scores_gemma":[0.0005780814,0.0004290525,0.001836013,0.0003403932,0.00008558387,0.0001285429,0.0000712566,0.0002895544,0.0000292532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704121,"about_ca_system_score_gemma":0.0002393132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000034145,"about_ca_topic_score_gemma":4.724132e-7,"domain_scores_codex":[0.9969953,0.0002876242,0.001364986,0.0006643402,0.0003052623,0.0003825233],"domain_scores_gemma":[0.9975548,0.001063578,0.0006818395,0.0004281934,0.000177484,0.00009409228],"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":[0.0002529598,0.000006002952,0.02349396,0.00575648,0.0003946141,8.624575e-7,0.0000277855,0.0002514419,1.795823e-8,0.0004864354,0.009917711,0.9594117],"study_design_scores_gemma":[0.004513211,0.0003039389,0.003185412,0.00224204,0.0002764922,0.00001672752,0.00000242962,0.00008262187,7.181047e-8,0.0002180649,0.9887985,0.0003605089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004872932,0.9791389,0.0003558506,0.0005861818,0.01382923,0.005749415,0.0001507652,0.00008609769,0.00005485591],"genre_scores_gemma":[0.0001070916,0.9750131,0.00007246826,0.00002619263,0.01614984,0.00005628308,0.008449469,0.00007006561,0.00005545074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9788808,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3903664315515285,"score_gpt":0.4696694862294535,"score_spread":0.07930305467792503,"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."}}