{"id":"W2494441163","doi":"10.1097/tp.0000000000001338","title":"Recurrence of CMV Infection and the Effect of Prolonged Antivirals in Organ Transplant Recipients","year":2016,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Viremia; Medicine; Serostatus; Asymptomatic; Discontinuation; Cytomegalovirus; Internal medicine; Gastroenterology; Transplantation; Immunology; Viral load; 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":[0.0009630906,0.0001445671,0.0003566771,0.0003674522,0.0002227323,0.0004535984,0.0001918799,0.0003064116,0.0007273403],"category_scores_gemma":[0.005455608,0.0001143808,0.0004169466,0.0003028189,0.0002241608,0.0003099898,0.0002478056,0.0005081664,0.00007610429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415571,"about_ca_system_score_gemma":0.0002500794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006773666,"about_ca_topic_score_gemma":0.0007222308,"domain_scores_codex":[0.9994264,0.0002034752,0.00009211888,0.00005830968,0.0001228844,0.00009700341],"domain_scores_gemma":[0.9958062,0.00133221,0.002072863,0.0001178974,0.0001430352,0.0005277413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001117619,0.00007086049,0.9897708,0.00003144751,0.00007002198,0.0002488055,0.00007464899,0.0001093489,0.0003626785,0.00001500594,0.00007197678,0.008056876],"study_design_scores_gemma":[0.00002902516,0.00113973,0.9961338,0.00002701992,0.00007788438,0.001774743,0.00009270652,0.0002805778,0.0002448758,0.00002627511,0.0001668943,0.000006578352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982105,0.001565317,0.00003814102,0.00003146429,0.000004413834,0.000002309216,0.00001949962,0.000001940658,0.0001264919],"genre_scores_gemma":[0.9996406,0.0002376854,0.00002935215,0.00001315824,0.00001676095,0.000001999628,0.00003930112,6.461104e-7,0.00002050459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009630906,"threshold_uncertainty_score":0.005093396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400523579838215,"score_gpt":0.2995697183921885,"score_spread":0.2855644825938063,"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."}}