{"id":"W3122584783","doi":"10.1161/circulationaha.120.051558","title":"Association Between Sex and Treatment Outcomes of Atrial Fibrillation Ablation Versus Drug Therapy","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Ablation; Observational study; Internal medicine; Cardiology; Drug; Cardiac Ablation; Catheter; Pharmacotherapy; Surgery; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001849843,0.0001700408,0.0004817845,0.0003288651,0.0001670128,0.0006681207,0.0002522194,0.0004517008,0.003669952],"category_scores_gemma":[0.007939147,0.0001048913,0.0009931808,0.0004426778,0.0002295588,0.0003595815,0.0002176951,0.0007095419,0.0002074059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253672,"about_ca_system_score_gemma":0.000334278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005399619,"about_ca_topic_score_gemma":0.0007464198,"domain_scores_codex":[0.9983404,0.0007606421,0.0002080477,0.0002503408,0.0002398331,0.0002008438],"domain_scores_gemma":[0.9934483,0.002792259,0.00248821,0.0002114652,0.0003167459,0.0007430283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01963544,0.0003278877,0.9605388,0.0001710268,0.001616751,0.00009513437,0.00006382587,0.0002772274,0.0004885737,0.0002834992,0.001221161,0.01528071],"study_design_scores_gemma":[0.002347108,0.003784559,0.9867574,0.0001226106,0.001439806,0.0006094173,0.0001498009,0.001241531,0.0004415406,0.0008236142,0.002254348,0.00002832931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886668,0.00509029,0.0002203149,0.0006633667,0.0001083653,0.00004194938,0.001260849,0.00001026056,0.003938054],"genre_scores_gemma":[0.9985662,0.0004282909,0.00005492666,0.0002197513,0.00006993241,0.00003318153,0.0003825698,0.000004178375,0.0002410073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003669952,"threshold_uncertainty_score":0.01227719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509176275631958,"score_gpt":0.3373316412304444,"score_spread":0.2622398784741248,"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."}}