{"id":"W4396771232","doi":"10.1111/ctr.15329","title":"Association of BKV viremia and nephropathy with adverse alloimmune outcomes in kidney transplant recipients","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Shared Health; University of Manitoba; Canadian Society for Immunology; University of Toronto; George & Fay Yee Centre for Healthcare Innovation; University Health Network; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"BK virus; Immunosuppression; Human leukocyte antigen; Context (archaeology); Immunology; Medicine; Viremia; Adverse effect; Nephropathy; Virology; Kidney transplantation; Virus; Kidney; Biology; Antigen; Internal medicine; Diabetes mellitus","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":[0.0003735879,0.0001131867,0.0003303223,0.0001084137,0.00002138766,0.00000730623,0.00003129285,0.0001830465,0.00003213386],"category_scores_gemma":[0.00007249562,0.00007885783,0.0001074051,0.0001662762,0.00006627665,0.0001082669,0.000002361968,0.0002502487,0.00001087797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003803118,"about_ca_system_score_gemma":0.00011595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000721102,"about_ca_topic_score_gemma":0.00003617056,"domain_scores_codex":[0.9987902,0.00007902773,0.0005400553,0.0002267338,0.0002236983,0.0001402703],"domain_scores_gemma":[0.9993072,0.0003520593,0.00007637902,0.00008997235,0.00003022553,0.0001442199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001580305,0.0003162762,0.9892271,0.0004897891,0.0002911122,0.0002789786,0.0005998757,0.0000067574,0.001365632,0.00007495726,0.00005790294,0.005711359],"study_design_scores_gemma":[0.004262075,0.0004000256,0.9904005,0.002272388,0.001012475,0.00002580122,0.00003056287,0.0004640058,0.0005614621,0.00003710084,0.0004246329,0.0001089946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971862,0.0005638007,0.0002374946,0.0007708732,0.0002733338,0.0002490898,0.000156881,0.00004930144,0.000513055],"genre_scores_gemma":[0.9934701,0.005162969,0.0001954877,0.0002368677,0.00003267765,0.000009030578,0.0001808554,0.00001491594,0.000697039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005602365,"threshold_uncertainty_score":0.3215729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804272966458346,"score_gpt":0.3265814954027363,"score_spread":0.3085387657381529,"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."}}