{"id":"W4391649313","doi":"10.1016/j.hrthm.2024.02.008","title":"Sex-specific outcomes after catheter ablation for persistent AF","year":2024,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"National Health and Medical Research Council","keywords":"Medicine; Catheter ablation; Ablation; Cardiology; Atrial fibrillation; Internal medicine; Catheter; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007145706,0.0002528141,0.0004960376,0.0007693234,0.000402364,0.001058031,0.0004481704,0.0009209548,0.003016078],"category_scores_gemma":[0.004677212,0.0001951494,0.002063825,0.001090825,0.0003277999,0.0008884498,0.0008609421,0.001405801,0.0002861521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771155,"about_ca_system_score_gemma":0.0006255142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296004,"about_ca_topic_score_gemma":0.00567377,"domain_scores_codex":[0.9992442,0.0001205813,0.00009986267,0.000169707,0.00008621746,0.0002794661],"domain_scores_gemma":[0.9973489,0.0005309698,0.001140721,0.0002345499,0.0001850637,0.0005597338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000671661,0.0000716763,0.9917437,0.00005302,0.0006478269,0.000256118,0.00009724974,0.0001303786,0.0001536294,0.0001469446,0.0005214524,0.005506265],"study_design_scores_gemma":[0.00002894073,0.0001680412,0.998298,0.0000234982,0.0001747045,0.0003407484,0.0002131592,0.0001461916,0.00003971958,0.0002857454,0.0002689252,0.00001237979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923854,0.002597936,0.0001627919,0.000511686,0.0001107395,0.000009682431,0.001303373,0.00001149353,0.002906905],"genre_scores_gemma":[0.9982225,0.0004122255,0.00003068348,0.0001127767,0.0001082822,0.000005779226,0.0007964589,0.00000448231,0.0003068168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003016078,"threshold_uncertainty_score":0.01008981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06014444100526468,"score_gpt":0.3256202149885133,"score_spread":0.2654757739832487,"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."}}