{"id":"W2803277673","doi":"10.1093/infdis/jiy309","title":"Assigning Cytomegalovirus Status in Children Awaiting Organ Transplant: Viral Shedding, CMV-Specific T Cells, and CD27−CD28−CD4+ T Cells","year":2018,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Blood Services","keywords":"Cytomegalovirus; Virology; Viral shedding; Immunology; Cytomegalovirus infections; Biology; Medicine; Human cytomegalovirus; Virus; Herpesviridae; Viral disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001132437,0.0005219056,0.0003926477,0.0008740266,0.0003381004,0.0006532662,0.0002706747,0.0005398793,0.0006264739],"category_scores_gemma":[0.003749761,0.0002230837,0.0002906022,0.0005091992,0.0006212424,0.0005085044,0.0003885973,0.0007211799,0.0001664236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438339,"about_ca_system_score_gemma":0.0004756625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285283,"about_ca_topic_score_gemma":0.005326453,"domain_scores_codex":[0.9992101,0.0002273971,0.00008747588,0.0001389493,0.0001743778,0.0001616435],"domain_scores_gemma":[0.9986026,0.000579549,0.0003662094,0.0000714219,0.0001707532,0.0002095886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004379207,0.00004659407,0.9922464,0.00002244495,0.00001008271,0.0002945628,0.0002041265,0.0001098891,0.003270259,0.00002197391,0.00003873844,0.003296926],"study_design_scores_gemma":[0.00002663646,0.001751558,0.97699,0.00003426581,0.00007518323,0.003982939,0.0007199071,0.001332947,0.01429351,0.00008551938,0.0006908441,0.00001668098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990624,0.0002461848,0.0002538933,0.00001654826,0.000005578058,0.00001190089,0.00007057714,0.000007111681,0.0003258543],"genre_scores_gemma":[0.9992024,0.000100453,0.0005222316,0.00001541696,0.000005573033,0.000008679344,0.00007168905,0.000002859517,0.0000706104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004285283,"threshold_uncertainty_score":0.008520663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082814513970372,"score_gpt":0.2670773774203725,"score_spread":0.2562492322806688,"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."}}