{"id":"W1975600661","doi":"10.1097/tp.0b013e31823c1cd4","title":"Clinical Utility of Cytomegalovirus Cell-Mediated Immunity in Transplant Recipients With Cytomegalovirus Viremia","year":2011,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Viremia; Medicine; Asymptomatic; Viral load; Immunology; Cytomegalovirus; Interquartile range; Internal medicine; Viral shedding; Interferon; Gastroenterology; Viral disease; Herpesviridae; Virus","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":[0.001791253,0.0004134495,0.0004609586,0.0003962655,0.0002565618,0.000760305,0.0002570165,0.0003250312,0.0007309076],"category_scores_gemma":[0.003862143,0.00012202,0.0001962145,0.0002581073,0.0003966138,0.0004233121,0.0003137525,0.000578844,0.0001811098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352112,"about_ca_system_score_gemma":0.0003564998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002230269,"about_ca_topic_score_gemma":0.0002650756,"domain_scores_codex":[0.9994431,0.0002110943,0.00006640831,0.00007796031,0.0001114419,0.00009002705],"domain_scores_gemma":[0.9978434,0.0007874157,0.000701654,0.00008378308,0.0001928071,0.0003908454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00151003,0.00009725918,0.9883925,0.00002936299,0.00001929402,0.0003533687,0.00006745832,0.0001571243,0.001995674,0.00001872382,0.00005277341,0.007306296],"study_design_scores_gemma":[0.00009099402,0.003967152,0.9888714,0.00002990346,0.0000642571,0.002568306,0.0001285723,0.001305111,0.002546509,0.00007932584,0.0003388734,0.000009529732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989604,0.0005278714,0.0001251035,0.00002224647,0.000003849489,0.00001443154,0.00003145682,0.000004990772,0.0003096165],"genre_scores_gemma":[0.9997838,0.00006484197,0.00006103435,0.0000109982,0.000008172445,0.000005251962,0.0000399423,5.836749e-7,0.00002540317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791253,"threshold_uncertainty_score":0.009473145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06379722714596316,"score_gpt":0.3282842191724807,"score_spread":0.2644869920265175,"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."}}