{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06502719,0.001117307,0.001331022,0.001252253,0.001418705,0.001973696,0.001611541,0.001096217,0.001069582],"category_scores_gemma":[0.06638031,0.0007482069,0.001400328,0.001837292,0.002357647,0.0006230017,0.001016427,0.001049192,0.0003593925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050765,"about_ca_system_score_gemma":0.001513371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187139,"about_ca_topic_score_gemma":0.003569281,"domain_scores_codex":[0.9203615,0.04855058,0.007563087,0.006502805,0.0159452,0.001076825],"domain_scores_gemma":[0.9409933,0.03880887,0.007529657,0.007232226,0.005087478,0.0003484566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003936932,0.0005429402,0.8200058,0.003036718,0.002824461,0.0009781988,0.001684536,0.005878379,0.06435128,0.003947779,0.004545341,0.08826753],"study_design_scores_gemma":[0.0002314516,0.005256409,0.8060167,0.0007123176,0.003157713,0.004350721,0.0005947029,0.02078957,0.1155303,0.005653016,0.03741969,0.0002873298],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.606042,0.02173815,0.3521019,0.003355405,0.00383075,0.002870383,0.002563511,0.0008236673,0.006674238],"genre_scores_gemma":[0.8943191,0.0009756061,0.09748756,0.00158902,0.0005847117,0.002551216,0.00117523,0.0002230389,0.001094607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06502719,"threshold_uncertainty_score":0.3439008,"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."}}