{"id":"W4411548745","doi":"10.1016/j.jcin.2025.03.036","title":"Aortic Valve Replacement in Women","year":2025,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Aortic valve replacement; Valve replacement; Cardiology; Medicine; Internal medicine; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0004266529,0.0001658037,0.0005545781,0.0003328093,0.00006152067,0.00003179115,0.00007593541,0.00006526046,0.0003469185],"category_scores_gemma":[0.000122252,0.0001585629,0.01309221,0.0004615936,0.00003283142,0.00006105119,0.00009941721,0.0001377539,0.0001219868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006062207,"about_ca_system_score_gemma":0.00009338856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428741,"about_ca_topic_score_gemma":0.000006101257,"domain_scores_codex":[0.9984764,0.0001040099,0.0004173335,0.0003824328,0.0002964276,0.0003234005],"domain_scores_gemma":[0.9988737,0.00002314891,0.00003784916,0.0008484638,0.00008990633,0.0001269796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007683569,0.004088724,0.7204822,0.002185774,0.1215851,0.0001477881,0.0004962507,0.0004094569,0.00002949229,0.001629873,0.008934079,0.139243],"study_design_scores_gemma":[0.004714042,0.0001550492,0.9737837,0.001128288,0.004399409,0.00001125344,0.0005075376,0.0000279818,0.00004019601,0.000435306,0.01464866,0.0001485428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569299,0.02328388,0.001543403,0.0002706642,0.0006136195,0.001098047,0.00003129262,0.0001016904,0.0161275],"genre_scores_gemma":[0.9958665,0.0002750648,0.00009967174,0.000221125,0.00004689552,0.0006090231,0.00005106116,0.00001770559,0.002812958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533016,"threshold_uncertainty_score":0.9967914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732002654771098,"score_gpt":0.3512513391553989,"score_spread":0.3339313126076879,"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."}}