{"id":"W2012567881","doi":"10.1097/tp.0b013e3181d0e15e","title":"Treatment of Polyomavirus Infection in Kidney Transplant Recipients: A Systematic Review","year":2010,"lang":"en","type":"review","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Immunosuppression; Cidofovir; Leflunomide; Population; BK virus; Polyomavirus Infections; Kidney transplantation; Adverse effect; Internal medicine; Transplantation; Immunology","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"],"consensus_categories":[],"category_scores_codex":[0.0001444988,0.0004579585,0.003106776,0.0004582641,0.00003023993,0.000007022841,0.00007169141,0.0004788147,0.0000631948],"category_scores_gemma":[0.00003717879,0.0002995023,0.0008061951,0.0004745532,0.00004415834,0.00007163813,0.000001623775,0.0002786923,0.00006248122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824849,"about_ca_system_score_gemma":0.0004310384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003899434,"about_ca_topic_score_gemma":0.00005330742,"domain_scores_codex":[0.9974487,0.0002312443,0.001447429,0.0003444471,0.0002918188,0.0002362907],"domain_scores_gemma":[0.9987143,0.0001132325,0.0005230132,0.000382613,0.00004344912,0.0002233885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008690437,0.000560764,0.0001370499,0.9464542,0.0002896237,0.000196634,0.0001428454,6.249741e-8,0.000006446656,0.00002036447,0.000005882953,0.05209923],"study_design_scores_gemma":[0.001570056,0.0003678427,0.0001296422,0.9478237,0.03338232,0.0009478618,9.440773e-7,0.000002931382,0.00002525401,0.000002752437,0.01549189,0.0002547802],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001842319,0.9942118,0.00001853573,0.00001819379,0.0002697296,0.004291727,0.0005877283,0.00005355078,0.0003645017],"genre_scores_gemma":[0.0001866407,0.9965886,0.00002524019,0.00004744361,0.00004691207,0.0006132333,0.002294904,0.00005070056,0.0001462904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05184445,"threshold_uncertainty_score":0.9999457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264875305638931,"score_gpt":0.3435318649824785,"score_spread":0.3108831119260892,"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."}}