{"id":"W3039366447","doi":"10.1016/j.cjco.2020.06.015","title":"Long-term Outcomes Following Mechanical or Bioprosthetic Aortic Valve Replacement in Young Women","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Medicine; Atrial fibrillation; Aortic valve replacement; Internal medicine; Cardiology; Stroke (engine); Aortic valve; Adverse effect; Myocardial infarction; Incidence (geometry); Propensity score matching; Population; Mechanical valve; Surgery","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":[0.0001552006,0.0001841801,0.0006353045,0.00004242967,0.00004839867,0.00008352516,0.0001836999,0.00005189178,0.0006024277],"category_scores_gemma":[0.0001338321,0.0001321632,0.0006077645,0.0001990697,0.00001369383,0.0001084438,0.0003244246,0.00009995567,0.0001917572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485417,"about_ca_system_score_gemma":0.0001149864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000893417,"about_ca_topic_score_gemma":0.00001238107,"domain_scores_codex":[0.9986157,0.0000379382,0.0003102668,0.0004211761,0.0002661968,0.0003487076],"domain_scores_gemma":[0.9991696,0.000030017,0.00005439552,0.0003589697,0.00001901425,0.0003679705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000806521,0.0003012788,0.9953645,0.00005529706,0.0009158091,0.0002493113,0.0005900225,5.03686e-7,0.00009881939,0.00002659466,0.00006901787,0.001522351],"study_design_scores_gemma":[0.007002516,0.0006506897,0.9909368,0.0001261339,0.0005046101,0.000009480601,0.0003761047,0.00002910056,0.0001130403,0.00004122413,0.00004409555,0.0001661641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959466,0.000105625,0.00001339566,0.001117238,0.0001812895,0.001477465,0.00001318162,0.00003882324,0.001106358],"genre_scores_gemma":[0.9970908,0.00001559848,0.00008863032,0.001347643,0.00003178735,0.000278097,0.0000443438,0.00003251712,0.001070586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006195995,"threshold_uncertainty_score":0.6596161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707198772486262,"score_gpt":0.3784824392893588,"score_spread":0.3414104515644962,"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."}}