{"id":"W4377941158","doi":"10.1016/j.jacep.2023.03.016","title":"Is Left Atrial Appendage Occlusion Safe and Effective in Octogenarians?","year":2023,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Appendage; Left atrial appendage occlusion; Occlusion; Cardiology; Medicine; Internal medicine; Atrial fibrillation; Anatomy; Warfarin","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000763125,0.0005133774,0.002063951,0.000446924,0.0001044887,0.00002596315,0.0002077713,0.002132115,0.0004831805],"category_scores_gemma":[0.001378979,0.0004228569,0.0009382824,0.0003695124,0.0002452967,0.00006268766,0.0003942,0.002972245,0.0007971197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268236,"about_ca_system_score_gemma":0.0001409775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008297238,"about_ca_topic_score_gemma":0.00001792092,"domain_scores_codex":[0.995536,0.0008512968,0.001308636,0.001191534,0.0003418185,0.0007707686],"domain_scores_gemma":[0.995343,0.003475322,0.0004328859,0.000552442,0.00007754022,0.0001188078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004115937,0.00002232886,0.07083112,0.0004020304,0.0009246699,0.001692757,0.00007649315,0.000005562271,0.001823496,0.0001220383,0.9104078,0.009575712],"study_design_scores_gemma":[0.005121489,0.002693815,0.3497347,0.0001171672,0.0005153848,0.00002820231,0.000006578948,0.0002112352,0.0000373282,0.002534604,0.6385128,0.0004866736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2259197,0.0003988938,0.0000420888,0.7662537,0.003148209,0.00306787,0.00004164952,0.0002450405,0.0008827953],"genre_scores_gemma":[0.06631932,0.004893549,0.0003410221,0.847248,0.05931657,0.000005031327,0.001848191,0.0002883903,0.01973996],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2789036,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0753081615859024,"score_gpt":0.4118628905824805,"score_spread":0.3365547289965781,"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."}}