{"id":"W2135263892","doi":"10.1002/prca.201400200","title":"Urinary biomarkers of chronic allograft nephropathy","year":2015,"lang":"en","type":"article","venue":"PROTEOMICS - CLINICAL APPLICATIONS","topic":"Clusterin in disease pathology","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stornoway Diamond (Canada); University of British Columbia","funders":"","keywords":"Biomarker; Medicine; Urinary system; Renal function; Kidney transplantation; Clusterin; Transplantation; Lipocalin; Kidney disease; Nephropathy; Pathology; Internal medicine; Urology; Biology; Diabetes mellitus; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007359365,0.0001431779,0.0004139181,0.00008972501,0.00004041561,0.000006110397,0.0002449363,0.0002012445,0.00006370497],"category_scores_gemma":[0.000436557,0.0001358538,0.0002164159,0.000292002,0.0005811725,0.00003605523,0.0002264031,0.0002641024,0.0002302705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108185,"about_ca_system_score_gemma":0.0005447261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001276022,"about_ca_topic_score_gemma":0.000003013805,"domain_scores_codex":[0.9982201,0.00009875384,0.0008438397,0.0004136603,0.0001907979,0.0002328791],"domain_scores_gemma":[0.9979906,0.0002009211,0.0002592852,0.0008742001,0.0002397797,0.0004351812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00646812,0.02921299,0.6525336,0.001877975,0.001824771,0.0002379214,0.0005108725,0.0001008798,0.08191511,0.0167084,0.03497018,0.1736392],"study_design_scores_gemma":[0.02711832,0.01221019,0.4550509,0.000368501,0.002176841,0.00133114,0.0004336687,0.0118969,0.008590319,0.05043446,0.4287074,0.001681409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893353,0.001550903,0.08491187,0.008028123,0.0003458632,0.006802782,0.0001325655,0.0003090428,0.008583582],"genre_scores_gemma":[0.9134908,0.0001963394,0.08235998,0.0007740821,0.000665955,0.002069178,0.0001306451,0.00005073524,0.0002623321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3937372,"threshold_uncertainty_score":0.5539956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09085661230739822,"score_gpt":0.4072284392134666,"score_spread":0.3163718269060684,"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."}}