{"id":"W2394835687","doi":"","title":"Subclinical rejection--a potential surrogate marker for chronic rejection--may be diagnosed by protocol biopsy or urine spectroscopy.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Institute for Biodiagnostics; University of Manitoba","funders":"","keywords":"Subclinical infection; Medicine; Immunosuppression; Biopsy; Urine; Gold standard (test); Creatinine; Histology; Transplantation; Internal medicine; Urology; Gastroenterology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001132737,0.0003340835,0.0005813764,0.000205222,0.0003114655,0.0001249627,0.0002103364,0.000287905,0.008224296],"category_scores_gemma":[0.000474385,0.0002612953,0.0003438456,0.0005911477,0.0002166465,0.0001877395,0.00005200125,0.0005580551,0.0001650191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274975,"about_ca_system_score_gemma":0.0004084417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005202344,"about_ca_topic_score_gemma":0.0002924127,"domain_scores_codex":[0.9965248,0.0001320608,0.000720327,0.0007870376,0.0006367887,0.001198999],"domain_scores_gemma":[0.9982343,0.0003118158,0.0001229568,0.000583853,0.0001807148,0.0005663056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08117193,0.005420065,0.02960991,0.001532507,0.001153944,0.0009144755,0.0001134295,0.00003109852,0.008611803,0.00006674082,0.4127812,0.4585929],"study_design_scores_gemma":[0.01287465,0.001074884,0.1508356,0.00004313207,0.0001032457,0.0002015952,0.00001522005,0.0004017415,0.007688189,0.00004307973,0.8263492,0.0003694168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6632319,0.0002172392,0.000352855,0.0125863,0.0008190714,0.3072659,0.0004322542,0.0006975624,0.01439691],"genre_scores_gemma":[0.3310131,0.0002013375,0.0003961897,0.0005090732,0.00233373,0.5702181,0.0001679224,0.000142138,0.09501839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4582235,"threshold_uncertainty_score":0.9999839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835922417743817,"score_gpt":0.3467463958294576,"score_spread":0.3083871716520195,"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."}}