{"id":"W2920644863","doi":"10.1016/s0735-1097(19)32568-9","title":"GDF-15 IS ASSOCIATED WITH FUNCTIONAL CAPACITY & VENTRICULAR DYSFUNCTION IN PATIENTS WITH MODERATE TO SEVERE AORTIC STENOSIS & PRESERVED EJECTION FRACTION","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Stenosis; Aortic valve replacement; Diastole; valvular heart disease; Heart failure; Blood pressure","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":[0.0003698427,0.0001579766,0.0007390759,0.0002742358,0.00006147381,0.000004754109,0.00008622924,0.0001141475,0.00003364889],"category_scores_gemma":[0.0001631351,0.00009064567,0.0002075975,0.0008965883,0.0001128076,0.0001083904,0.00002724758,0.0004169337,0.000006878636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278211,"about_ca_system_score_gemma":0.0001649608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000489085,"about_ca_topic_score_gemma":0.00002277327,"domain_scores_codex":[0.9982995,0.0003371515,0.0004267882,0.000187486,0.0005377168,0.0002113313],"domain_scores_gemma":[0.9981616,0.00009679113,0.0008671196,0.0002429518,0.000535668,0.00009587055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01104327,0.0001478289,0.9686487,0.00001687428,0.001318194,0.00001144124,0.00002068219,0.01392458,0.001046388,7.90398e-7,0.003766389,0.00005481563],"study_design_scores_gemma":[0.004379269,0.002145374,0.9913816,0.0001915568,0.0004401667,0.0001565269,0.0001436426,0.00009237073,0.0001519845,0.00001444517,0.0007894176,0.0001136586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973972,0.00001701145,0.0005374678,0.0009231047,0.000382359,0.0005029125,0.00002733173,0.000007647755,0.0002049009],"genre_scores_gemma":[0.999069,0.000009969481,0.0001930117,0.0002892945,0.00007092449,0.000005312187,0.00001171266,0.00001778637,0.0003329353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273284,"threshold_uncertainty_score":0.3696423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195198001778288,"score_gpt":0.2174029890783289,"score_spread":0.205451009060546,"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."}}