{"id":"W4387974455","doi":"10.59958/hsf.6741","title":"Sex-Based Differences in Early Outcomes Following Mitral Valve Surgery for Degenerative Disease","year":2023,"lang":"en","type":"article","venue":"The Heart Surgery Forum","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Odds ratio; Logistic regression; Internal medicine; Mitral valve; Heart failure; Mitral valve replacement; Cohort; Cardiology; Mitral valve prolapse; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005371963,0.0002484974,0.0007972091,0.0002708935,0.0002322352,0.00004175395,0.00005048041,0.00005364456,0.00001618481],"category_scores_gemma":[0.0003940978,0.0001626131,0.006575882,0.0004131655,0.00005631139,0.00008567885,0.00003235142,0.00009033709,0.00005200418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006072874,"about_ca_system_score_gemma":0.0003212896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430372,"about_ca_topic_score_gemma":0.00001458694,"domain_scores_codex":[0.9981648,0.0001315664,0.0003533027,0.0003300707,0.0003444872,0.0006758069],"domain_scores_gemma":[0.9964733,0.002799825,0.00005778369,0.0003609649,0.00003815141,0.0002699384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002508722,0.0001647409,0.9892128,0.00005227749,0.0007934931,0.00005364503,0.00007256225,0.00001048562,0.000008390036,0.00001855686,0.008936194,0.0004259957],"study_design_scores_gemma":[0.000652607,0.00003210453,0.9974882,0.0001179741,0.0005376325,5.767291e-7,0.0001667695,0.0001891802,0.00009027928,0.0002635853,0.0002876061,0.0001734945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896917,0.0005911504,0.00001965379,0.00768545,0.0007768323,0.0008874947,0.0001978413,0.0001346288,0.00001521323],"genre_scores_gemma":[0.9969953,0.00001229303,0.00001507679,0.001357141,0.00007491815,0.0005757206,0.0002853036,0.00004360532,0.0006406023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008648587,"threshold_uncertainty_score":0.6631953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05020045595271191,"score_gpt":0.3373800394515292,"score_spread":0.2871795834988172,"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."}}