{"id":"W2087699665","doi":"10.1097/tp.0b013e3181ff8719","title":"The Clinical Utility of Whole Blood Versus Plasma Cytomegalovirus Viral Load Assays for Monitoring Therapeutic Response","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Viremia; Whole blood; Viral load; Medicine; Real-time polymerase chain reaction; Internal medicine; Immunology; Cytomegalovirus; Virus; Gastroenterology; Herpesviridae; Viral disease; Virology; Biology","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":[0.002661308,0.0004100822,0.0004954566,0.0005568654,0.00008685456,0.0007904612,0.000297099,0.0005330942,0.0006720917],"category_scores_gemma":[0.009682673,0.0001547131,0.0001837975,0.0002492972,0.0003140731,0.0004982218,0.0001767419,0.0005392067,0.0002246793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190309,"about_ca_system_score_gemma":0.0001169196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001251307,"about_ca_topic_score_gemma":0.0001162597,"domain_scores_codex":[0.9981188,0.0010549,0.0001207228,0.0002723584,0.0003712834,0.0000618919],"domain_scores_gemma":[0.9949632,0.003126096,0.001070095,0.0001864051,0.0004055309,0.0002486986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02140894,0.0004348682,0.6363408,0.0003045,0.0003277877,0.0002899821,0.000279377,0.00184254,0.09458718,0.000201614,0.0008869263,0.2430955],"study_design_scores_gemma":[0.001327595,0.02170059,0.8344247,0.0002209665,0.0006660176,0.006636698,0.0002423746,0.0368422,0.09429219,0.0006853847,0.002848012,0.0001131585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843364,0.007331336,0.006277855,0.0002241748,0.00006725225,0.00006841015,0.0001819363,0.00009244619,0.001420179],"genre_scores_gemma":[0.9963859,0.0003875581,0.002837891,0.00009777999,0.00005433807,0.00003452584,0.00008265449,0.000005288221,0.0001141892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002661308,"threshold_uncertainty_score":0.0140745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0758151344188457,"score_gpt":0.3957233883132801,"score_spread":0.3199082538944344,"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."}}