{"id":"W2126959967","doi":"10.1086/525853","title":"Poor Predictive Value of Cytomegalovirus (CMV)-- Specific T Cell Assays for the Development of CMV Retinitis in Patients with AIDS","year":2008,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Eye Institute; University of California, San Francisco; University of California, San Diego; Center for AIDS Research, University of Washington; University of California, Los Angeles; National Institutes of Health; Johns Hopkins University; Louisiana State University; University of Southern California; Johns Hopkins Bloomberg School of Public Health; National Center for Research Resources; University of Pennsylvania; York University","keywords":"Cytomegalovirus retinitis; Medicine; Retinitis; Immunology; CD8; Peripheral blood mononuclear cell; Cytomegalovirus; Immune system; T cell; Human cytomegalovirus; CD28; Cellular immunity; Betaherpesvirinae; Viral disease; Herpesviridae; Virus; Biology; In vitro","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006192,0.00043709,0.0003436528,0.0008403875,0.0003188243,0.0006785396,0.0003571429,0.0006635598,0.001309416],"category_scores_gemma":[0.007511516,0.0001886278,0.0002603083,0.0003803736,0.0003466171,0.0003965017,0.000243565,0.000758498,0.0003098403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862181,"about_ca_system_score_gemma":0.0002475825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007752469,"about_ca_topic_score_gemma":0.0006351319,"domain_scores_codex":[0.999449,0.0001698643,0.00007501311,0.000106882,0.0001293976,0.0000698107],"domain_scores_gemma":[0.9935508,0.003968803,0.001098378,0.0002291028,0.0005903061,0.000562611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002015699,0.00001660243,0.9975666,0.000006849203,0.00001369482,0.00008454198,0.00002180164,0.00007389024,0.0005521082,0.000009962406,0.00004209461,0.001410408],"study_design_scores_gemma":[0.0000249631,0.0005705896,0.992416,0.00001819646,0.0000994135,0.002340838,0.0001644841,0.002742113,0.001198893,0.00007642278,0.0003393109,0.000008858542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984849,0.0006323377,0.0001591571,0.0000547821,0.0000177686,0.000005452365,0.00009002905,0.000008454685,0.000547143],"genre_scores_gemma":[0.9997237,0.00005100161,0.00009515922,0.00001733056,0.0000176331,0.000002505142,0.00005817482,0.000001105918,0.0000332644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309416,"threshold_uncertainty_score":0.005321264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446807221737035,"score_gpt":0.331224024505057,"score_spread":0.2867559522876866,"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."}}