{"id":"W4402297671","doi":"10.1016/j.jacadv.2024.101267","title":"Sex-Specific Functional Status Decline and Outcomes in Mild-to-Moderate Aortic Stenosis","year":2024,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Edwards Lifesciences; Canadian Institutes of Health Research; Medtronic","keywords":"Stenosis; Cardiology; Internal medicine; Medicine; Aortic valve stenosis","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":[0.00004825888,0.0001384048,0.0002824149,0.0001344591,0.00003907468,0.0000484759,0.0000165226,0.0000272605,0.0001003169],"category_scores_gemma":[0.00002224164,0.0001030213,0.0001897318,0.000182594,0.00002426051,0.0001374786,0.00003636878,0.00007405751,0.00006245653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000756858,"about_ca_system_score_gemma":0.00004166867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002485227,"about_ca_topic_score_gemma":0.0000100859,"domain_scores_codex":[0.9990592,0.00001466039,0.0001838122,0.0003203069,0.0002000142,0.0002220285],"domain_scores_gemma":[0.999544,0.0001108186,0.00001533372,0.0001284505,0.00002808428,0.0001732875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002301234,0.0001305019,0.9227362,0.00007164247,0.0002113135,0.00005178467,0.0001019134,0.00007851823,0.0000502454,0.00009823887,0.0002995612,0.07593994],"study_design_scores_gemma":[0.001024151,0.0001081217,0.9843678,0.00008050344,0.0001294982,0.000002667793,0.0001864165,0.0001487085,0.00007028768,0.0007673235,0.01300756,0.0001069927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975863,0.02181811,0.0001606853,0.0008240126,0.0004022587,0.0002735572,0.00008332472,0.00006040201,0.0005146915],"genre_scores_gemma":[0.9948398,0.002968936,0.0004506211,0.0004260408,0.0001068127,0.00006641548,0.00005105062,0.00001914775,0.001071212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07583295,"threshold_uncertainty_score":0.4201086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227858999819212,"score_gpt":0.3516136479116387,"score_spread":0.3293350579134466,"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."}}