{"id":"W2015929349","doi":"10.1586/erc.11.119","title":"Atrial fibrillation catheter ablation in females: same hardware, different findings","year":2011,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Ablation; Catheter; Cardiology; Internal medicine; Complication; Referral; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001197722,0.0006786292,0.005815292,0.0004659296,0.00004263649,0.00002047241,0.0002213724,0.0003610607,0.000379894],"category_scores_gemma":[0.0001791538,0.0004640695,0.01130552,0.000540269,0.00005549228,0.0001351442,0.00006919118,0.0002436437,0.00006299897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217005,"about_ca_system_score_gemma":0.0001201535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000510873,"about_ca_topic_score_gemma":8.266667e-7,"domain_scores_codex":[0.995982,0.0006202456,0.001695982,0.0006289231,0.0007614004,0.0003114343],"domain_scores_gemma":[0.9978877,0.0001298728,0.0005318816,0.001218789,0.0001340298,0.00009776688],"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":[0.00003945029,0.000007406873,0.0002432248,0.04257006,0.003656894,0.000006658964,0.0001243919,0.000002483072,3.707069e-7,0.00006295971,0.0001928686,0.9530932],"study_design_scores_gemma":[0.001139088,0.0001176436,0.0003241462,0.08238021,0.002125937,0.00002072623,0.00000483783,0.000002108375,0.000004311252,0.00001088688,0.9134885,0.0003816073],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004553849,0.9940505,0.0002126876,0.00007972056,0.0006358546,0.004442935,0.000008160133,0.0000553358,0.0004692881],"genre_scores_gemma":[0.00001617157,0.9961241,0.0002874252,0.0001047889,0.002618091,0.00003479224,0.0004308283,0.0001071007,0.0002767366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9527116,"threshold_uncertainty_score":0.9997811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282562969231485,"score_gpt":0.3817154060619171,"score_spread":0.2534591091387686,"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."}}