{"id":"W1963611077","doi":"10.1155/2015/586569","title":"Cardiovascular Biomarkers in Chronic Kidney Disease: State of Current Research and Clinical Applicability","year":2015,"lang":"en","type":"review","venue":"Disease Markers","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Observational study; Intensive care medicine; Disease; Population; Clinical trial; Incidence (geometry); Nephrology; Biomarker; Randomized controlled trial; Internal medicine; Bioinformatics; Environmental health","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":[0.003945922,0.001047385,0.00253501,0.003300834,0.0003585474,0.002071778,0.0011976,0.001840378,0.002413044],"category_scores_gemma":[0.006120144,0.0004088723,0.001146402,0.00410317,0.001226344,0.001906928,0.001185309,0.002730867,0.0009951954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008655731,"about_ca_system_score_gemma":0.002665273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797126,"about_ca_topic_score_gemma":0.002002189,"domain_scores_codex":[0.9987564,0.0003239567,0.000262765,0.0001898747,0.0003940187,0.00007307084],"domain_scores_gemma":[0.9939527,0.004198882,0.0005601484,0.000117799,0.001003239,0.0001673303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001225858,0.00006186756,0.001207162,0.02117082,0.0002523808,0.0001101494,0.00009140775,0.0002104889,0.0003558735,0.002987428,0.01314579,0.960284],"study_design_scores_gemma":[0.00005081137,0.0002531605,0.006274196,0.0300341,0.0009180587,0.001845293,0.0002510487,0.000273683,0.000694785,0.00784841,0.9514722,0.00008430635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005601386,0.9991868,0.00005812274,0.0003827577,0.0001107058,0.00000232369,0.000009594894,0.000002279879,0.0001912544],"genre_scores_gemma":[0.0007247478,0.9985592,0.0001590379,0.0002085919,0.0002426453,0.000005052877,0.00001722587,8.610866e-7,0.00008267883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003945922,"threshold_uncertainty_score":0.02086824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345589041182495,"score_gpt":0.4586999206419157,"score_spread":0.3241410165236662,"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."}}