{"id":"W3176521420","doi":"10.1016/j.mayocp.2020.11.031","title":"Sex Differences in Outcomes Following Left Atrial Appendage Closure","year":2021,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Lawson Health Research Institute","keywords":"Medicine; Comorbidity; Internal medicine; Atrial fibrillation; Logistic regression; Stroke (engine); Cohort; Female sex; Demographics; Cardiology; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006877977,0.0002296794,0.0008257679,0.0001722286,0.00008569949,0.00008823911,0.0001285988,0.000174467,0.0008342736],"category_scores_gemma":[0.00123334,0.0001918978,0.0006482843,0.0003471044,0.00003627134,0.0002087583,0.0001576743,0.0002801065,0.0001810124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005368383,"about_ca_system_score_gemma":0.00009184356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204082,"about_ca_topic_score_gemma":0.00001186877,"domain_scores_codex":[0.9979885,0.00002081884,0.0007045746,0.0004698976,0.0004564184,0.0003598245],"domain_scores_gemma":[0.9992483,0.0002535932,0.0001612475,0.0001481212,0.00007475546,0.0001140151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007059182,0.00001296205,0.9969013,0.00008846824,0.0001641735,0.000070191,0.0004637749,1.488899e-7,0.0001621457,0.0003620439,0.0009159901,0.0007882295],"study_design_scores_gemma":[0.003957757,0.00009977788,0.9780269,0.0001197835,0.0002387755,0.000008164899,0.001584859,0.00005200479,0.0002536444,0.0007590852,0.01465591,0.0002433898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754191,0.0002332854,0.00001550719,0.007150669,0.0009337848,0.0003985436,0.000002398873,0.0001411382,0.01570558],"genre_scores_gemma":[0.9572632,0.00006512273,0.0005566737,0.0005941381,0.0007164167,6.281057e-7,0.00001902638,0.00002659131,0.04075819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505262,"threshold_uncertainty_score":0.9134712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08766853273100988,"score_gpt":0.3663788091796199,"score_spread":0.27871027644861,"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."}}