{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007815098,0.00069846,0.003338196,0.0008589615,0.00007675593,0.00003312142,0.0004053046,0.0003944533,0.00004971194],"category_scores_gemma":[0.001650456,0.0005345139,0.002286789,0.001538183,0.001824643,0.00006973484,0.0004591472,0.001563157,0.00004267528],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326925,"about_ca_system_score_gemma":0.01043636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006966382,"about_ca_topic_score_gemma":0.000004418669,"domain_scores_codex":[0.9919254,0.002098089,0.00182329,0.001609078,0.001629066,0.0009151157],"domain_scores_gemma":[0.992626,0.0005013068,0.0003209454,0.001997299,0.0004128842,0.00414159],"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":[0.00186781,0.0006662767,0.006739327,0.0762548,0.004291968,0.0003622134,0.000008642834,7.495686e-7,7.484736e-8,0.000005369219,0.006485227,0.9033176],"study_design_scores_gemma":[0.002603977,0.0002102775,0.01291297,0.02744383,0.005714021,0.000007941808,0.00001426634,0.00009399498,3.576602e-8,0.0001467592,0.9503737,0.0004782224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008108575,0.9927483,0.000004257879,0.00009257624,0.0004165943,0.004745323,0.0007421482,0.00005265549,0.0003872838],"genre_scores_gemma":[0.000779073,0.9974387,0.00001818263,0.00001207573,0.000181235,0.0003331458,0.001016935,0.0001096221,0.0001110733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9438885,"threshold_uncertainty_score":0.9997106,"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."}}