{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003385926,0.0002549671,0.001775949,0.0004374626,0.00004015481,0.00001735045,0.0002351897,0.0004650225,0.0003984794],"category_scores_gemma":[0.0002956536,0.0001980644,0.000439261,0.0002185664,0.0004114537,0.0001256216,0.00006667613,0.001254233,0.00004898592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337243,"about_ca_system_score_gemma":0.0004266956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005808072,"about_ca_topic_score_gemma":0.00006466982,"domain_scores_codex":[0.9951985,0.0003352062,0.002766372,0.0004272566,0.0005709204,0.0007017138],"domain_scores_gemma":[0.9953544,0.002580158,0.0009568117,0.0003199927,0.0002948174,0.0004938567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05125138,0.003170768,0.3221411,0.001036284,0.0006186971,0.0006879607,0.001507237,0.000100773,0.5583948,0.0004323165,0.002153066,0.05850558],"study_design_scores_gemma":[0.1116964,0.04112165,0.4916839,0.002480578,0.000565819,0.0007099547,0.001898238,0.002833165,0.1063552,0.0009796913,0.2385961,0.001079296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957974,0.0009005685,0.0003299128,0.0009406687,0.0006567629,0.0007637211,0.00008117832,0.0000074212,0.0005223535],"genre_scores_gemma":[0.9912695,0.006227093,0.001160705,0.0005613128,0.0004924626,0.000006574182,0.00000668967,0.00004492196,0.000230782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4520396,"threshold_uncertainty_score":0.8076832,"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."}}