{"id":"W4401060454","doi":"10.1016/j.hlc.2024.06.660","title":"Impact of Female Sex on Outcomes Following Catheter Ablation in Persistent AF","year":2024,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Ablation; Catheter ablation; Catheter; Internal medicine; Cardiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0000810229,0.00006237252,0.0001510648,0.00009843727,0.0000208371,0.00001073476,0.000003685016,0.00003617804,0.00001222103],"category_scores_gemma":[0.000008100888,0.0000467662,0.0002629961,0.00007446187,0.000005555553,0.00005037554,0.000003392006,0.00004273652,0.000004970147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102236,"about_ca_system_score_gemma":0.00002185247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380839,"about_ca_topic_score_gemma":0.000002826891,"domain_scores_codex":[0.9995738,0.00001508138,0.0001071044,0.0001225906,0.0001077386,0.00007371252],"domain_scores_gemma":[0.9998453,0.00002604253,0.00001122471,0.00007796573,0.000008710917,0.00003071759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001066246,0.00004199174,0.9963944,0.00004333605,0.0001459695,0.00001463271,0.0007794711,0.0004829202,0.0005053092,0.0000176847,0.000009845735,0.00155381],"study_design_scores_gemma":[0.0004539462,0.0001404731,0.9919052,0.0001553453,0.0001033878,0.00001529119,0.0000488934,0.007071916,0.00003073089,0.00001747596,0.00001826704,0.00003906077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983727,0.0005574336,0.00001427364,0.0001190351,0.00008609966,0.0001723693,0.000003525273,0.00001757724,0.0006570126],"genre_scores_gemma":[0.9997815,0.000005752453,0.00001630666,0.00001877808,0.00002580556,0.000006109713,0.00002587174,0.000007990859,0.0001118303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006588996,"threshold_uncertainty_score":0.190707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844747992540129,"score_gpt":0.3279029753659797,"score_spread":0.3094554954405784,"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."}}