{"id":"W2567508363","doi":"10.1093/infdis/jiw596","title":"Human microRNA responses predict cytomegalovirus replication following solid organ transplantation","year":2016,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Swiss Transplant Cohort Study; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Human cytomegalovirus; Transfection; Viral replication; Transplantation; Peripheral blood mononuclear cell; microRNA; Biology; Virology; Reverse transcriptase; Foreskin; Messenger RNA; Molecular biology; Untranslated region; Virus; Cytomegalovirus; Immunology; Polymerase chain reaction; Herpesviridae; Medicine; Viral disease; Cell culture; Gene; Internal medicine; In vitro; Genetics","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":[0.0002797937,0.000164607,0.0002344861,0.0002374702,0.0001088363,0.0005095228,0.00008669825,0.0002537767,0.001644017],"category_scores_gemma":[0.0007931983,0.00009593385,0.0001815773,0.0002761863,0.0001212654,0.0001338009,0.0001315753,0.0003143783,0.0003411631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577201,"about_ca_system_score_gemma":0.0001221124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670997,"about_ca_topic_score_gemma":0.0002091392,"domain_scores_codex":[0.9998447,0.00002659039,0.00001618847,0.00004769821,0.00004327768,0.0000215259],"domain_scores_gemma":[0.9994683,0.0001740231,0.0002193511,0.00002124037,0.00005068711,0.00006651723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002792843,0.0001159194,0.895131,0.00006804979,0.00006712153,0.000127804,0.00006978203,0.0003868009,0.09054727,0.00004825701,0.0002049258,0.01044029],"study_design_scores_gemma":[0.00001691784,0.0006864989,0.967865,0.00001102424,0.00007548731,0.00100953,0.0001202058,0.002069316,0.02743331,0.0001074565,0.0005967731,0.000008485878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988186,0.0003371491,0.0003352053,0.00001470756,0.000005523671,0.000005608303,0.0002052664,0.000008436451,0.000269602],"genre_scores_gemma":[0.999025,0.00009666162,0.000398351,0.00002017349,0.000006356625,0.00000962894,0.0002616408,0.000003615008,0.0001785941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001644017,"threshold_uncertainty_score":0.00549978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036878014518792,"score_gpt":0.3302564839904581,"score_spread":0.3098877038452702,"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."}}