{"id":"W2892769015","doi":"10.1016/j.jcin.2018.05.023","title":"Percutaneous Left Atrial Appendage Closure With the Ultraseal Device","year":2018,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université Laval; Montreal Heart Institute","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; Atrial fibrillation; Percutaneous; Interquartile range; Pericardial effusion; Stroke (engine); Embolization; Thrombosis; Atrial Appendage; Cardiology; Surgery; Internal medicine; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007048126,0.0002066882,0.0004592398,0.0001173367,0.0003638859,0.00009225817,0.0001867782,0.00008778956,0.001267566],"category_scores_gemma":[0.0001299526,0.0001292721,0.003814741,0.0002796644,0.0001925794,0.00011819,0.00008333974,0.0002038902,0.0005729833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006446774,"about_ca_system_score_gemma":0.00004916988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006935232,"about_ca_topic_score_gemma":0.000203516,"domain_scores_codex":[0.9982406,0.0001933155,0.0003337541,0.0003438879,0.0006030087,0.0002854378],"domain_scores_gemma":[0.9986741,0.00008931819,0.00008847744,0.0008049681,0.0002392787,0.0001038561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004945678,0.0002439454,0.6491739,0.002586975,0.1127952,0.003029235,0.004921068,0.002014156,0.001596494,0.01156135,0.1176456,0.08948633],"study_design_scores_gemma":[0.002914832,0.0007744707,0.1165817,0.0002887896,0.007488406,0.00198719,0.0008962286,0.0000780617,0.0002372541,0.00005223332,0.8683391,0.000361832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090452,0.007947104,0.03260513,0.01191275,0.002193772,0.00348342,0.00006421978,0.0005973064,0.03215105],"genre_scores_gemma":[0.9890835,0.00005868654,0.0006845171,0.0001929727,0.003229576,8.453358e-7,0.00006607064,0.00003916583,0.006644696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7506934,"threshold_uncertainty_score":0.9996454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06019430705494602,"score_gpt":0.3324892177183041,"score_spread":0.2722949106633581,"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."}}