{"id":"W3215152648","doi":"10.1016/j.carrev.2021.11.033","title":"Left Atrial Appendage Closure: Where Do We Stand Now?","year":2021,"lang":"en","type":"letter","venue":"Cardiovascular revascularization medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Internal medicine; Clinical endpoint; Myocardial infarction; Unstable angina; Cardiology; Canadian Cardiovascular Society; Stent; Population; Surgery; Revascularization; Angina; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002274647,0.001153017,0.003977705,0.000803198,0.0003043048,0.0001637135,0.000426983,0.001936992,0.00387726],"category_scores_gemma":[0.001025546,0.0009745024,0.006817164,0.001210484,0.0003386207,0.000227627,0.000266829,0.002226724,0.00035126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021855,"about_ca_system_score_gemma":0.0005161309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001956027,"about_ca_topic_score_gemma":0.00000324414,"domain_scores_codex":[0.9905323,0.001013618,0.001620586,0.001765441,0.0041943,0.0008737749],"domain_scores_gemma":[0.9946617,0.0002510598,0.0005303757,0.003208901,0.001019405,0.0003285118],"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":[0.00009399356,0.000006693178,0.006266126,0.005502095,0.01735821,0.00382126,0.0001973775,0.0003001361,0.00004476564,0.0001047414,0.9598555,0.00644909],"study_design_scores_gemma":[0.007990693,0.0001618573,0.0007509628,0.003479915,0.01697627,0.0004861662,0.0001191569,0.00006124971,0.00002899664,0.00009492438,0.9689795,0.0008702507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00004793329,0.4534558,0.02172794,0.5149218,0.003740111,0.002564357,0.00003719417,0.0003401971,0.003164603],"genre_scores_gemma":[0.0006009999,0.5066594,0.002817073,0.1348113,0.2272681,0.00001569554,0.01383966,0.001298738,0.1126889],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3801105,"threshold_uncertainty_score":0.9993587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384690256100005,"score_gpt":0.2898535550214917,"score_spread":0.2460066524604917,"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."}}