{"id":"W4389953503","doi":"10.1161/circ.148.suppl_1.11668","title":"Abstract 11668: Transcriptomic Analysis Reveals Sex Differences in Gene Expression Profiling of Stenotic Aortic Valves","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; Montreal Heart Institute","funders":"","keywords":"Medicine; Transcriptome; Aortic valve; Fibrosis; Calcification; Aortic valve stenosis; Inflammation; Internal medicine; Body mass index; Cardiology; Endocrinology; Gene expression; Gene; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001831848,0.0001811236,0.0003557619,0.0008064017,0.0002014264,0.0005187569,0.00008754415,0.000201558,0.002058712],"category_scores_gemma":[0.0003044185,0.00008782752,0.0002900668,0.001201473,0.0001427582,0.00017548,0.0002354503,0.0001555273,0.0005476706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000948749,"about_ca_system_score_gemma":0.0001406066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002880155,"about_ca_topic_score_gemma":0.000414402,"domain_scores_codex":[0.9998059,0.00002039212,0.00001775805,0.00007781869,0.000040418,0.00003773837],"domain_scores_gemma":[0.9997997,0.00005356964,0.00008016395,0.00001144233,0.00003381657,0.00002121967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001364389,0.00004941695,0.1266087,0.001046617,0.0001868809,0.0009006407,0.0003743928,0.0001316576,0.8364109,0.0001139725,0.0008579005,0.0319545],"study_design_scores_gemma":[0.00001808219,0.0004014349,0.9476237,0.00009564184,0.0001804248,0.002134099,0.0004817455,0.000368538,0.042643,0.0002081652,0.005824859,0.00002024019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778787,0.01019339,0.001046072,0.0001292719,0.00004400201,0.00001466858,0.00962735,0.0000295083,0.001036988],"genre_scores_gemma":[0.9782066,0.005615809,0.001673638,0.0001770553,0.00006939274,0.00006337387,0.01174332,0.00002586243,0.00242496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002058712,"threshold_uncertainty_score":0.006887078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582620727943438,"score_gpt":0.3332119548281461,"score_spread":0.2973857475487118,"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."}}