{"id":"W2140064306","doi":"10.1111/j.1600-6143.2005.00797.x","title":"Clinical Utility of Cytomegalovirus (CMV) Serology Testing in High-risk CMV D+/R- Transplant Recipients","year":2005,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Alberta; University of Pennsylvania","keywords":"Medicine; Valganciclovir; Seroconversion; Serology; Serostatus; Ganciclovir; Cytomegalovirus; Human cytomegalovirus; Betaherpesvirinae; Internal medicine; Immunology; Gastroenterology; Viral disease; Antibody; Herpesviridae; Viral load; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00118151,0.0002581949,0.0003032075,0.00034756,0.0001602954,0.0005095476,0.0001749147,0.000297712,0.0005389716],"category_scores_gemma":[0.002872042,0.0001318578,0.0002211419,0.0001899652,0.000241176,0.0002388933,0.0002160159,0.0003485647,0.0001656439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690014,"about_ca_system_score_gemma":0.0001420679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004811035,"about_ca_topic_score_gemma":0.0007559284,"domain_scores_codex":[0.9994754,0.0002933091,0.00005198389,0.00006203457,0.00006350326,0.00005376345],"domain_scores_gemma":[0.998127,0.0008567814,0.0004195264,0.00006450601,0.000121625,0.0004105677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002420003,0.0001353283,0.9829742,0.00002018545,0.00002308179,0.0001621949,0.00004389215,0.0002006501,0.001573032,0.00001078675,0.00008173908,0.0123549],"study_design_scores_gemma":[0.0001607442,0.004101483,0.9905403,0.00002621903,0.00006033175,0.001197538,0.0001164982,0.0018081,0.001609454,0.00005530078,0.0003094412,0.00001454676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992056,0.000395021,0.00007609765,0.00002453342,0.000002941439,0.000005743738,0.00002329668,0.000003013118,0.0002637039],"genre_scores_gemma":[0.9997485,0.0000622752,0.00009662965,0.00001849433,0.000006374827,0.000002756576,0.00003070059,5.500076e-7,0.00003388696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118151,"threshold_uncertainty_score":0.006248534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193437768750793,"score_gpt":0.355034511585371,"score_spread":0.3131001338978631,"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."}}