{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080699,0.0001144928,0.0003296151,0.00009989953,0.00006957615,0.00002406753,0.00001310178,0.00009264343,0.00006976472],"category_scores_gemma":[0.0002122979,0.000104475,0.0001922377,0.000196288,0.00001139746,0.0001568377,0.0000113968,0.00003101796,0.000007693763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350908,"about_ca_system_score_gemma":0.00005140596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003349212,"about_ca_topic_score_gemma":0.000009382041,"domain_scores_codex":[0.998987,0.00008184565,0.0003366279,0.0001923006,0.0002976567,0.000104527],"domain_scores_gemma":[0.9989905,0.0004128956,0.0002593828,0.0001481946,0.0001466708,0.00004230609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218699,0.000002779088,0.9472674,0.00001081215,0.0004866488,5.557807e-7,0.0002517443,0.0004629553,0.00061472,0.0002024944,0.00001872789,0.05055935],"study_design_scores_gemma":[0.005183517,0.00005843321,0.9870982,0.000008950753,0.0003725362,4.273861e-7,0.000068902,0.0009619729,0.001343861,0.0001939169,0.004621236,0.00008800251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962617,0.0003569562,0.0002705121,0.001705412,0.0002831103,0.0004024178,0.000006861452,0.00004903095,0.0006640723],"genre_scores_gemma":[0.9969512,0.0003595125,0.0002700318,0.00001268296,0.001033151,6.847127e-7,0.000354963,0.00001277477,0.001004984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05047134,"threshold_uncertainty_score":0.4260366,"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."}}