{"id":"W2080375646","doi":"10.1016/j.cjca.2013.12.021","title":"The Harbinger of Mortality in Heart Failure With Preserved Ejection Fraction: Do GDF-15 Levels Reflect Tandem, Deterministic Effects of Fibrosis and Inflammation?","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Pfizer","keywords":"Ejection fraction; Medicine; Heart failure; Cardiology; Internal medicine; Guideline; Management of heart failure; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003059109,0.0006501315,0.002481035,0.0006706511,0.001715491,0.001913612,0.001465123,0.01772267,0.002154656],"category_scores_gemma":[0.02427559,0.0006243063,0.0009323108,0.0005520744,0.002319212,0.00277727,0.0007656454,0.01772546,0.001535381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377574,"about_ca_system_score_gemma":0.002825814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093374,"about_ca_topic_score_gemma":0.02062296,"domain_scores_codex":[0.9985505,0.000440489,0.0002255971,0.0002365175,0.0003533985,0.0001935273],"domain_scores_gemma":[0.9906136,0.006245927,0.000573217,0.0002916349,0.001246938,0.001028714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001232305,0.0002859794,0.1057616,0.0003803889,0.0003945279,0.03683074,0.0009023254,0.0006222686,0.001618284,0.01040849,0.7555476,0.08601552],"study_design_scores_gemma":[0.002578094,0.001012914,0.1590232,0.002745336,0.00118949,0.07290972,0.004873383,0.01499727,0.002388779,0.1725346,0.5648573,0.0008899075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007846356,0.005189578,0.0003613729,0.9724357,0.01165419,0.00001616655,0.0001281113,0.00003094556,0.00233766],"genre_scores_gemma":[0.1309822,0.01023031,0.001434087,0.5935386,0.2596255,0.00007579472,0.000160404,0.0000519407,0.003901115],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01772267,"threshold_uncertainty_score":0.02174026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550411692988434,"score_gpt":0.2548715409239194,"score_spread":0.239367423994035,"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."}}