{"id":"W4286256872","doi":"10.1016/j.hroo.2022.07.004","title":"Outcomes of the roll-in cohort of the Amulet IDE trial of left atrial appendage occlusion","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm O2","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Johnson and Johnson; Daiichi Sankyo Europe; Servier; Biosense Webster; Novo Nordisk; AtriCure; Daiichi-Sankyo; Philips; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Medicure; InfraRedx; Sanofi; Abiomed; Bayer Fund; Boston Scientific Corporation; Abbott Laboratories; CSL Behring; Bristol-Myers Squibb; Biotronik; AstraZeneca; Pfizer; Cilag; Medtronic; Cardinal Health; Boehringer Ingelheim; Amgen; Edwards Lifesciences; European Commission; National Institutes of Health; Regeneron Pharmaceuticals","keywords":"Left atrial appendage occlusion; Appendage; Medicine; Occlusion; Cohort; Internal medicine; Cardiology; Atrial fibrillation; Anatomy; Warfarin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009636102,0.0001123874,0.0005873679,0.0001004382,0.0001100561,0.000002836262,0.0001304179,0.00004645613,0.0005401987],"category_scores_gemma":[0.0003395051,0.00006578291,0.0006034234,0.0003286518,0.00008618536,0.00003520641,0.000445978,0.0001722255,0.000003516338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000502021,"about_ca_system_score_gemma":0.000103283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729677,"about_ca_topic_score_gemma":0.00004013268,"domain_scores_codex":[0.9979945,0.0002667925,0.0006791475,0.0001586189,0.0007494998,0.0001514227],"domain_scores_gemma":[0.9988641,0.0002366748,0.0003205292,0.0005125697,0.00004022128,0.00002586289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004639545,0.00002318366,0.9913778,0.00004599931,0.00007943436,0.000002932444,0.0002122846,0.0003688424,0.001094489,0.0005871443,0.001499645,0.00006873679],"study_design_scores_gemma":[0.02061703,0.0002201106,0.9487982,0.00003024456,0.0001581682,0.00001646847,0.000163071,0.0001632678,0.001452721,0.000145383,0.02816357,0.00007173339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988888,0.00006991722,0.000005802191,0.006782046,0.001462544,0.001690222,0.00002206985,0.00001185638,0.001067542],"genre_scores_gemma":[0.9966404,0.00001259463,0.00005832049,0.0002052697,0.0002954333,7.847269e-7,0.000006807168,0.00001319259,0.002767172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04257953,"threshold_uncertainty_score":0.5914797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983547369350002,"score_gpt":0.3147839885303682,"score_spread":0.2849485148368681,"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."}}