{"id":"W2615874620","doi":"10.1111/ajt.14358","title":"BK Virus Nephropathy Revisited","year":2017,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; BK virus; Nephropathy; Virology; Kidney transplantation; Kidney; Internal medicine; Endocrinology","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":[0.0001394733,0.0002431476,0.0007607021,0.0003259919,0.00009943157,0.00004526532,0.0002065064,0.0002288607,0.0000963043],"category_scores_gemma":[0.00003395055,0.0001809814,0.0004320956,0.0001035662,0.0002578136,0.0001407753,0.000003982179,0.001406984,0.00003831564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006039027,"about_ca_system_score_gemma":0.0002848509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127606,"about_ca_topic_score_gemma":0.000001113353,"domain_scores_codex":[0.9983906,0.0001077782,0.0005672601,0.0001693487,0.0005268286,0.0002381936],"domain_scores_gemma":[0.9978331,0.00008225081,0.001431879,0.000286998,0.0002092358,0.0001565088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002481865,0.000150305,0.001187191,0.0009173623,0.001371285,0.04863793,0.0005371319,0.000005366084,0.004097886,0.000003595399,0.8688096,0.07180046],"study_design_scores_gemma":[0.004961852,0.003963305,0.01543052,0.006898698,0.01210188,0.02377144,0.00008940077,0.00002493089,0.002605166,0.00008127512,0.9292957,0.0007758549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2530544,0.01703998,0.002172764,0.7169676,0.002326787,0.000815079,0.001183048,0.000118348,0.006322026],"genre_scores_gemma":[0.2466454,0.043527,0.002011592,0.6898083,0.01433577,0.000008334155,0.001501092,0.0002217978,0.001940658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0710246,"threshold_uncertainty_score":0.7380207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184404349917571,"score_gpt":0.2797085404842247,"score_spread":0.2678644969850489,"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."}}