{"id":"W2997211368","doi":"10.1097/txd.0000000000000959","title":"Technical Considerations and Confounders for Urine CXCL10 Chemokine Measurement","year":2019,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; University of Manitoba","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Urine; Medicine; CXCL10; Proteinuria; Creatinine; Urology; Coefficient of variation; Internal medicine; Biomarker; Chemokine; Chemistry; Kidney; Inflammation; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001136048,0.00008885932,0.0001646129,0.00005376722,0.00005496673,0.00001359164,0.00001342965,0.00006150336,0.0001970453],"category_scores_gemma":[0.0000330999,0.00007282618,0.00005528411,0.00004397667,0.00004046329,0.00004471084,0.000001753596,0.00005750349,0.00001732274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002820815,"about_ca_system_score_gemma":0.00008044195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180258,"about_ca_topic_score_gemma":0.00002866709,"domain_scores_codex":[0.9993818,0.00001140078,0.0001573274,0.0001619637,0.0001708649,0.0001165933],"domain_scores_gemma":[0.9996175,0.00009095834,0.00002886419,0.0000891889,0.00008135366,0.00009217316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005025509,0.00126878,0.04495916,0.003716538,0.0009730246,0.0001379668,0.001117962,0.0002262123,0.9072903,0.02111749,0.008193969,0.005973078],"study_design_scores_gemma":[0.05657254,0.002531302,0.5749028,0.001925394,0.005989095,0.001721131,0.0003155679,0.003524042,0.3210121,0.002869555,0.02709164,0.001544765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283161,0.002903393,0.003765804,0.005276874,0.0003911608,0.003520367,0.0002577709,0.0004656558,0.05510293],"genre_scores_gemma":[0.9980254,0.0003941281,0.0006849549,0.0004118572,0.00003026845,0.00004304211,0.00008243902,0.00001219805,0.0003157384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5862782,"threshold_uncertainty_score":0.2969765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253523827306173,"score_gpt":0.2826178263579018,"score_spread":0.2500825880848401,"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."}}