{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000582637,0.0001407137,0.0003856165,0.0006499162,0.0004185518,0.0008987598,0.0003120706,0.000598564,0.003224681],"category_scores_gemma":[0.005824161,0.0001501611,0.0009530027,0.0007714377,0.0002456513,0.0005947973,0.0006209823,0.0008874928,0.0003428256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952751,"about_ca_system_score_gemma":0.0005503406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004506942,"about_ca_topic_score_gemma":0.007957977,"domain_scores_codex":[0.9993012,0.00009663893,0.00009910214,0.0001168466,0.0001107427,0.0002754334],"domain_scores_gemma":[0.996695,0.000621394,0.001478295,0.0001879468,0.0002700521,0.0007472247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003354094,0.00006871849,0.9958735,0.00001365709,0.000136588,0.0001964425,0.00008517245,0.00003378847,0.00009229544,0.00006988072,0.0003033995,0.002791135],"study_design_scores_gemma":[0.000009227213,0.0000900292,0.9991962,0.000009989973,0.00002910259,0.0001850119,0.0001949659,0.00004357574,0.0000222713,0.0000777401,0.0001373832,0.000004534196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955596,0.000874799,0.00005388237,0.0003621825,0.00007228034,0.000005925328,0.0006850538,0.000004206185,0.002382202],"genre_scores_gemma":[0.9986613,0.0002876019,0.00001861088,0.0001017175,0.00007056718,0.000004833049,0.0004576319,0.000003512073,0.000394239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004506942,"threshold_uncertainty_score":0.01078761,"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."}}