{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008889125,0.0001427944,0.0002394801,0.0006380408,0.0001607604,0.0005115735,0.000225655,0.0003100342,0.002093661],"category_scores_gemma":[0.004189511,0.0001084088,0.0003715935,0.0006827618,0.0002330319,0.0004197669,0.0004263897,0.0003371379,0.0002653694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686421,"about_ca_system_score_gemma":0.0001811979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187894,"about_ca_topic_score_gemma":0.001989812,"domain_scores_codex":[0.9995103,0.0001037452,0.00008361437,0.0001038032,0.00009180526,0.0001067935],"domain_scores_gemma":[0.9972778,0.0005767533,0.00159907,0.0001115201,0.0001461555,0.0002886996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001090313,0.000009300409,0.9988058,0.00000714052,0.00002950406,0.00004029098,0.0000414945,0.00001244849,0.00008798017,0.00001111037,0.00003151396,0.0008145536],"study_design_scores_gemma":[0.000003338693,0.00004867334,0.9995814,0.000004924415,0.000007173857,0.0001549473,0.00007242119,0.00003274456,0.00002117182,0.00001469736,0.00005712304,0.000001405465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987689,0.0004291597,0.00005539922,0.0000441247,0.00001004201,0.000003444981,0.0003537328,0.00000146167,0.0003338551],"genre_scores_gemma":[0.9995158,0.00008212598,0.00002135113,0.00001503656,0.000008238835,0.000002695654,0.0002677032,0.000001175281,0.00008589575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002093661,"threshold_uncertainty_score":0.007004023,"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."}}