{"id":"W2906550469","doi":"10.1016/j.cjca.2018.12.027","title":"The Role of GDF-15 in Heart Failure Patients With Chronic Kidney Disease","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Roche Diagnostics; Abbott Laboratories; Merck; GlaxoSmithKline; Amgen; Daiichi-Sankyo","keywords":"Medicine; GDF15; Internal medicine; Renal function; Heart failure; Ejection fraction; Kidney disease; Hazard ratio; Cardiology; Interquartile range; Diabetes mellitus; Blood pressure; Valsartan; Endocrinology; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001845508,0.00007250653,0.0002561326,0.0001552595,0.0000601553,0.000004389314,0.00009231291,0.00008609692,0.00002365051],"category_scores_gemma":[0.0001633809,0.00004030182,0.00009455824,0.0001330104,0.000414642,0.00002639451,0.000005245904,0.0002102161,0.000005954659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420147,"about_ca_system_score_gemma":0.00278351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003750686,"about_ca_topic_score_gemma":0.003559934,"domain_scores_codex":[0.9992764,0.0000804023,0.0002200557,0.00007183585,0.0000991156,0.0002522198],"domain_scores_gemma":[0.9986985,0.000026967,0.00009574376,0.000147518,0.0002503271,0.0007809564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003350647,0.000002665236,0.9721589,0.000008887217,0.0001811956,0.00005245788,0.00005371629,0.00002038477,0.0001386631,0.00002770752,0.02583646,0.001183876],"study_design_scores_gemma":[0.001330056,0.000664009,0.5795679,0.0001154276,0.00007646544,0.00008456004,0.00006982967,0.000005503712,0.00005236432,0.00006751212,0.4179256,0.00004075997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989548,0.002163166,0.000008706058,0.005736578,0.0004005218,0.0001626384,0.00002413922,0.00000153792,0.00195474],"genre_scores_gemma":[0.9992932,0.0000201625,0.00002813582,0.0002049895,0.0003959495,9.20508e-7,0.000005956119,0.000008503803,0.00004219593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392591,"threshold_uncertainty_score":0.4937828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002578310432452503,"score_gpt":0.1892292788748732,"score_spread":0.1866509684424207,"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."}}