{"id":"W4409801391","doi":"10.1016/j.jacadv.2025.101722","title":"Human Epididymis Protein 4 in Transcatheter Aortic Valve Implantation","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Roche","keywords":"Epididymis; Cardiology; Aortic valve; Internal medicine; Medicine; Andrology","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":[],"consensus_categories":[],"category_scores_codex":[0.00002805258,0.00008223112,0.0001397551,0.00007753473,0.00003598296,0.000007468119,0.0000301918,0.00002611264,0.00003567913],"category_scores_gemma":[0.00002277466,0.00006487513,0.0001193701,0.0001274993,0.00001930337,0.00008304379,0.000005300022,0.00004844876,0.00001354792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000408838,"about_ca_system_score_gemma":0.0000292432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003716743,"about_ca_topic_score_gemma":0.0000388702,"domain_scores_codex":[0.999472,0.00001634004,0.0001472623,0.0001578873,0.00008024104,0.0001262668],"domain_scores_gemma":[0.9997804,0.00001512603,0.00003241083,0.0001157237,0.00001697194,0.0000393702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002457913,0.001479428,0.6478704,0.0007451981,0.0003287945,0.00008792072,0.0004193804,0.00003206715,0.01245607,0.002177791,0.00005512744,0.334102],"study_design_scores_gemma":[0.002617615,0.0002013262,0.9770308,0.0004327268,0.0002491173,0.000007047889,0.0001104363,0.00003993924,0.004395378,0.01367372,0.001134193,0.0001077473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941156,0.002855598,0.0003081066,0.0002858375,0.00004138732,0.0005298593,0.00000734839,0.00004081946,0.001815443],"genre_scores_gemma":[0.9984086,0.00003099804,0.0006182741,0.0001324989,0.00001869515,0.0001222447,0.00002734559,0.000006366067,0.0006350229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339942,"threshold_uncertainty_score":0.2645531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072043131907678,"score_gpt":0.3287059178858216,"score_spread":0.3179854865667448,"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."}}