{"id":"W2923466622","doi":"10.1016/j.jcv.2019.03.014","title":"CMV-specific T-cells and CD27-CD28-CD4+ T-cells for assignment of cytomegalovirus (CMV) status in adults awaiting organ transplant","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cytomegalovirus; Serology; Immunology; Antibody; Medicine; CD28; Virology; Immunoassay; Antigen; CD8; Virus; Herpesviridae; Viral disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004061232,0.0003103648,0.0003279627,0.0004326051,0.0003901973,0.0004665278,0.0002684107,0.0004540746,0.001608136],"category_scores_gemma":[0.001593296,0.0001446853,0.0001717658,0.0002570944,0.0002793507,0.0003323032,0.0002780466,0.0006259821,0.0002432268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755558,"about_ca_system_score_gemma":0.0002737475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007201,"about_ca_topic_score_gemma":0.001669073,"domain_scores_codex":[0.9998301,0.00004578218,0.00002094411,0.00002552324,0.00002299732,0.00005453792],"domain_scores_gemma":[0.9995754,0.0001583258,0.0000493563,0.00001899883,0.00004265216,0.0001552814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007521396,0.0003548316,0.9671656,0.00007247389,0.00003044003,0.002013126,0.000366836,0.0001818149,0.004576588,0.0001045759,0.0006455506,0.01696668],"study_design_scores_gemma":[0.0004448135,0.008564021,0.9673374,0.00013612,0.000172936,0.008415677,0.002115612,0.003866046,0.00577101,0.0004666347,0.00268588,0.00002381815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977244,0.0005910395,0.0001300492,0.00008413699,0.0000383899,0.00003560624,0.00007257628,0.000006340829,0.001317482],"genre_scores_gemma":[0.999345,0.0001313418,0.0001518534,0.00006121265,0.00002597043,0.00001687846,0.00007065496,0.000001474335,0.0001956544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001608136,"threshold_uncertainty_score":0.005379736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809692584868128,"score_gpt":0.3670634311499349,"score_spread":0.3189665053012537,"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."}}