{"id":"W2583101947","doi":"10.1159/000454991","title":"The Association between Biomarker Profiles, Etiology of Chronic Kidney Disease, and Mortality","year":2017,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of British Columbia","funders":"Janssen Canada; American Society of Nephrology","keywords":"Medicine; Internal medicine; Biomarker; Renal function; Hazard ratio; Kidney disease; Dialysis; Cystatin C; Gastroenterology; Fibroblast growth factor 23; Prospective cohort study; Confidence interval; Parathyroid hormone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009220063,0.0001423768,0.0005420904,0.00007329426,0.0004803403,0.0000170978,0.0004482813,0.0001533282,0.00003105935],"category_scores_gemma":[0.000933921,0.00009750612,0.0001203392,0.000057947,0.001929744,0.0001064079,0.0001202559,0.0003559174,0.00001531246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007502442,"about_ca_system_score_gemma":0.0004388328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168326,"about_ca_topic_score_gemma":0.00004470519,"domain_scores_codex":[0.9982826,0.0006120474,0.0005153039,0.0001633962,0.00005737093,0.0003693521],"domain_scores_gemma":[0.9967924,0.0004497388,0.002065302,0.0003763775,0.0002353541,0.00008081593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006140005,0.00007919432,0.884125,0.00002202175,0.002141527,0.00001406046,0.0002305175,4.942584e-7,0.06690315,0.0007080043,0.01326831,0.03189374],"study_design_scores_gemma":[0.0008453513,0.000909068,0.8176031,0.00001451762,0.000255578,0.0000465347,0.0000481121,0.000001440047,0.000804077,0.0005888792,0.1787993,0.0000841025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950619,0.001040159,0.0000758389,0.002308445,0.0005819683,0.0001080899,0.0005098156,0.000007036807,0.0003067737],"genre_scores_gemma":[0.9980292,0.001142517,0.00002627083,0.0003725005,0.0002143703,0.000004316591,0.00002692452,0.00001007097,0.0001738345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165531,"threshold_uncertainty_score":0.7110221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596469743695436,"score_gpt":0.2706262039062886,"score_spread":0.2546615064693342,"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."}}