{"id":"W4404323874","doi":"10.1161/circ.150.suppl_1.4125076","title":"Abstract 4125076: Catheter Ablation Alone Versus Catheter Ablation With Combined Percutaneous Left Atrial Appendage Closure For Atrial Fibrillation: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Appendage; Percutaneous; Catheter ablation; Ablation; Cardiology; Catheter; Internal medicine; Atrial Appendage; Meta-analysis; Closure (psychology); Surgery; Anatomy; Sinus rhythm","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":[0.00954756,0.002806154,0.02161064,0.00671488,0.0006392304,0.003537399,0.0020381,0.002795199,0.006190865],"category_scores_gemma":[0.0226237,0.001503231,0.0435238,0.007074827,0.0007111324,0.0021261,0.001619845,0.002180734,0.0004919722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592049,"about_ca_system_score_gemma":0.0031598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0062022,"about_ca_topic_score_gemma":0.01257033,"domain_scores_codex":[0.992819,0.003278273,0.002173983,0.0006896361,0.0007898698,0.0002491917],"domain_scores_gemma":[0.9894531,0.007229616,0.001961019,0.0002699871,0.0009026111,0.0001837072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00193664,0.00002741106,0.00132123,0.436762,0.5511415,0.00009868279,0.00006146163,0.0003119973,0.0002137245,0.00009129312,0.0004826252,0.007551466],"study_design_scores_gemma":[0.0006977268,0.0001463932,0.001454682,0.02515699,0.9711853,0.00006382479,0.00002803983,0.0001274234,0.00007176268,0.000109941,0.0009402027,0.00001780224],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004095788,0.9937848,0.0005183238,0.0001812311,0.000188907,0.0004282148,0.0005150632,0.00003041188,0.0002572435],"genre_scores_gemma":[0.1510671,0.8407897,0.002804566,0.001111685,0.0003994689,0.002185647,0.001012544,0.00004500804,0.0005844351],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02161064,"threshold_uncertainty_score":0.05049294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212188994996318,"score_gpt":0.3685323423968821,"score_spread":0.2473134428972503,"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."}}