{"id":"W2067254023","doi":"10.1097/tp.0b013e3182a049e7","title":"Screening for BK Viremia","year":2013,"lang":"en","type":"letter","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Disease; Immunosuppression; Intensive care medicine; Viremia; Psychological intervention; Intervention (counseling); Immunology; Internal medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003207928,0.0001783168,0.0002408671,0.0001087342,0.00006235775,0.00001918303,0.00005039844,0.0005924982,0.0001956927],"category_scores_gemma":[0.00000548666,0.0001452758,0.0001770087,0.00004800428,0.00002774195,0.0000608074,0.000001470289,0.0004672421,0.00009827981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000206508,"about_ca_system_score_gemma":0.00005670376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006086698,"about_ca_topic_score_gemma":0.000001276204,"domain_scores_codex":[0.9991421,0.00001581836,0.0002026248,0.0002199207,0.0001908565,0.0002286443],"domain_scores_gemma":[0.9996004,0.00008483828,0.00007358602,0.0001342907,0.00004580385,0.00006106957],"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":[0.0002521429,0.00001897229,0.0001148442,0.001801837,0.000185934,0.0002666478,0.00009638733,0.000005382708,0.0007258958,0.00001087451,0.989678,0.006843095],"study_design_scores_gemma":[0.006369859,0.000348914,0.00346381,0.002368747,0.005093652,0.0003301487,0.00001706814,0.001190973,0.003948077,0.0001727041,0.9760323,0.0006638087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0333213,0.007029816,0.04785774,0.8878282,0.001759943,0.005986505,0.002793142,0.0008650428,0.01255833],"genre_scores_gemma":[0.01291971,0.001909728,0.005469281,0.9225978,0.006825902,0.0004539641,0.02852749,0.0002006849,0.02109547],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04238847,"threshold_uncertainty_score":0.5924175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317906987515329,"score_gpt":0.2887105176493795,"score_spread":0.2555314477742262,"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."}}