{"id":"W4389956879","doi":"10.1161/circ.148.suppl_1.15247","title":"Abstract 15247: Usefulness of Circulating Human Epididymis Protein 4 to Predict Outcomes After Transcatheter Aortic Valve Implantation","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Heart failure; Hazard ratio; Clinical endpoint; Proportional hazards model; Diabetes mellitus; Aortic valve stenosis; Stenosis; Coronary artery disease; Atrial fibrillation; Cohort; Aortic valve; EuroSCORE; Artery; Confidence interval; Endocrinology; Clinical trial","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":[0.0004470316,0.0003079544,0.0003189447,0.0003377879,0.0002031515,0.0004912938,0.0002447193,0.0004159549,0.002884735],"category_scores_gemma":[0.001290677,0.0001301329,0.0002949861,0.0002541116,0.0002294236,0.0002860847,0.0002606135,0.0004876791,0.0003970652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599453,"about_ca_system_score_gemma":0.0001536652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004356416,"about_ca_topic_score_gemma":0.0003904774,"domain_scores_codex":[0.9998428,0.00004347086,0.00002114269,0.00003585869,0.00002760766,0.00002914095],"domain_scores_gemma":[0.9992645,0.0002087595,0.0002957187,0.00004019471,0.00005152717,0.0001392091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006823291,0.00004759678,0.9964873,0.00001100035,0.00004999263,0.00006310626,0.00001519484,0.00004392338,0.0006470702,0.000008373527,0.00007317663,0.001870925],"study_design_scores_gemma":[0.00003394243,0.0003556923,0.9982519,0.000006197183,0.00003496559,0.0003455094,0.00003935378,0.0004608752,0.0003166262,0.00002847905,0.0001226672,0.000003769921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993908,0.0002001365,0.00005450818,0.00002822941,0.000008941865,0.000002978503,0.0001244877,0.000002755427,0.0001872153],"genre_scores_gemma":[0.9994837,0.00005337471,0.00008704632,0.00001860337,0.00002113786,0.000004570693,0.0001989818,9.750344e-7,0.0001315247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002884735,"threshold_uncertainty_score":0.009650409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318096627960484,"score_gpt":0.3380843270899467,"score_spread":0.3062746642938983,"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."}}