{"id":"W1976731666","doi":"10.1002/prca.201000153","title":"Diagnosis of subclinical and clinical acute T‐cell‐mediated rejection in renal transplant patients by urinary proteome analysis","year":2011,"lang":"en","type":"article","venue":"PROTEOMICS - CLINICAL APPLICATIONS","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre","funders":"","keywords":"Subclinical infection; Medicine; Urinary system; Biopsy; Transplantation; Urine; Pathology; Concomitant; Renal biopsy; Gastroenterology; Internal medicine; Urology","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":[0.000774982,0.0002368733,0.0009471848,0.0002388023,0.00006649232,0.000009265821,0.0001574214,0.0003736709,0.00006799348],"category_scores_gemma":[0.0001094694,0.0001982034,0.0005031438,0.0007851602,0.0002986521,0.00009222572,0.00003506036,0.0005347085,0.00002734242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003594033,"about_ca_system_score_gemma":0.00008201172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001220564,"about_ca_topic_score_gemma":0.00003037673,"domain_scores_codex":[0.9963508,0.0002199854,0.002209174,0.0006850025,0.0002748748,0.0002602172],"domain_scores_gemma":[0.997742,0.000778596,0.0005282016,0.0004516743,0.0001554198,0.0003441192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080809,0.007517891,0.9884387,0.00008940569,0.000902364,0.00001423973,0.00008840066,5.743526e-7,0.0001228327,0.00004205161,0.00001598147,0.001686734],"study_design_scores_gemma":[0.005970986,0.001549279,0.9872215,0.0001065679,0.002931298,0.00000660747,0.000008404388,0.0002017353,0.001432545,0.0002921135,0.00009440903,0.0001845659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882201,0.00008200539,0.007471938,0.0002218034,0.00004341813,0.003183202,0.0004693916,0.00004472562,0.0002634264],"genre_scores_gemma":[0.9711599,0.005396133,0.02078293,0.0001799629,0.00004102977,0.001540666,0.0007977138,0.00002661557,0.00007503908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706018,"threshold_uncertainty_score":0.8082498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719274429487742,"score_gpt":0.3563932188026466,"score_spread":0.3092004745077692,"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."}}