{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008632019,0.0001612008,0.00038994,0.0004004316,0.0004411985,0.001184411,0.0003155801,0.0006869808,0.004484277],"category_scores_gemma":[0.007196605,0.000118106,0.001217796,0.0004916312,0.0003706012,0.0007294067,0.0006193446,0.00128085,0.0003582438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453842,"about_ca_system_score_gemma":0.000514262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998188,"about_ca_topic_score_gemma":0.003943003,"domain_scores_codex":[0.9992441,0.0001981912,0.00008329686,0.0001057481,0.0001008441,0.0002678725],"domain_scores_gemma":[0.9963719,0.001130507,0.001412709,0.0002091314,0.0001754425,0.0007003321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001802506,0.0001981573,0.9818365,0.000055722,0.0004182954,0.0003543523,0.0001665134,0.0001168859,0.0001913365,0.00015028,0.0004749152,0.01423439],"study_design_scores_gemma":[0.0000386651,0.000595991,0.9973875,0.00004614782,0.000156911,0.0004128941,0.0004696496,0.0001706328,0.00005743375,0.0002738689,0.0003790467,0.00001132379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931595,0.002556967,0.0001066774,0.0008732042,0.0001304786,0.000007304749,0.0003165258,0.000004161279,0.002845145],"genre_scores_gemma":[0.9986416,0.0004801631,0.00002523844,0.0001640727,0.0001273444,0.000003519289,0.000152364,0.000003428124,0.0004022197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004484277,"threshold_uncertainty_score":0.01500136,"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."}}