{"id":"W3185050161","doi":"10.1097/tp.0000000000003884","title":"A 2-fold Approach to Polyoma Virus (BK) Nephropathy in Kidney Transplants: Distinguishing Direct Virus Effects From Cognate T Cell–mediated Inflammation","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Inflammation; T cell; Pathology; Nephropathy; Immunology; Medicine; Immune system; Endocrinology; Diabetes mellitus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002760391,0.0006514449,0.0007630934,0.001512787,0.0005699804,0.0009783929,0.0003997718,0.0005965611,0.001433033],"category_scores_gemma":[0.002949699,0.000229386,0.0006676373,0.0006312636,0.0004044882,0.0004260643,0.0007786731,0.0008365446,0.0004576759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544208,"about_ca_system_score_gemma":0.0006116454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019462,"about_ca_topic_score_gemma":0.001915597,"domain_scores_codex":[0.9984938,0.0004000134,0.0001242586,0.0004867469,0.0003770418,0.0001180744],"domain_scores_gemma":[0.9986674,0.0004909835,0.0003437454,0.0001220804,0.0002635919,0.0001122688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002442836,0.0006077011,0.6433474,0.000361203,0.0004510856,0.0001563429,0.0003768544,0.00469276,0.2766383,0.0007202789,0.0008700982,0.06933506],"study_design_scores_gemma":[0.00008859565,0.003118924,0.7739369,0.00005971675,0.0003419302,0.001092579,0.0003249614,0.1043731,0.1111701,0.001994822,0.003416175,0.00008211773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587814,0.0006727196,0.03750189,0.0001521915,0.00005490632,0.0003609827,0.0006273872,0.0002525777,0.001596026],"genre_scores_gemma":[0.9558116,0.000154399,0.04150633,0.0001241392,0.00004362215,0.0004713581,0.000869467,0.00003792308,0.0009811311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760391,"threshold_uncertainty_score":0.01459855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008551810756514866,"score_gpt":0.2302517769802695,"score_spread":0.2216999662237546,"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."}}