{"id":"W2883941597","doi":"10.1002/joa3.12095","title":"Left atrial appendage isolation in atrial fibrillation catheter ablation: A meta‐analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Arrhythmia","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McGill University; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Catheter ablation; Pulmonary vein; Ablation; Odds ratio; Confidence interval; Isolation (microbiology); Randomized controlled trial; Atrial Appendage; Catheter; Surgery; Sinus rhythm; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001904188,0.0004885944,0.004915147,0.002372482,0.00008035736,0.00009884589,0.0001421841,0.000470229,0.001417475],"category_scores_gemma":[0.0003815701,0.0003460858,0.0126233,0.001333192,0.0000477721,0.0004252896,0.0000660251,0.0004581946,0.000127527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091601,"about_ca_system_score_gemma":0.0003956655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001103524,"about_ca_topic_score_gemma":0.00002668983,"domain_scores_codex":[0.9953511,0.0004481357,0.002717938,0.0003664913,0.0008295033,0.0002868407],"domain_scores_gemma":[0.9955096,0.0004564516,0.003134048,0.0004191378,0.000326293,0.0001544509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002427262,0.00001373912,0.00859402,0.009373514,0.6336672,0.0005991596,0.0008672075,0.00664494,0.000001394504,0.0002854611,0.001985658,0.3355404],"study_design_scores_gemma":[0.001035378,0.0002238767,0.0003225079,0.000487771,0.3086694,0.0001923135,0.000007584586,0.0002745031,1.979748e-7,0.00005471067,0.6885076,0.0002241399],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001222022,0.995012,0.00157487,0.0006528115,0.001199049,0.00101486,0.00001754612,0.00002253716,0.0003841049],"genre_scores_gemma":[0.0006287802,0.9619881,0.002142496,0.00001941676,0.03350619,1.771369e-7,0.0001564796,0.00006026667,0.00149809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6865219,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278818242464286,"score_gpt":0.3931701352150677,"score_spread":0.265288310968639,"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."}}