{"id":"W4206135763","doi":"10.4212/cjhp.v75i1.3249","title":"Characterization of Cytomegalovirus Viremia in Renal Transplant Recipients","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital","funders":"","keywords":"Viremia; Renal transplant; Cytomegalovirus; Virology; Medicine; Internal medicine; Human immunodeficiency virus (HIV); Transplantation; Herpesviridae; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00138087,0.0001804059,0.0003480789,0.0018613,0.0002900931,0.0007219563,0.0003404306,0.0003759027,0.0009850201],"category_scores_gemma":[0.00246962,0.0001644811,0.000373881,0.001387704,0.0003614972,0.0005823181,0.0003828293,0.0003129265,0.0001851878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623989,"about_ca_system_score_gemma":0.0003291383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005694938,"about_ca_topic_score_gemma":0.0005287351,"domain_scores_codex":[0.999409,0.0001333696,0.0001377915,0.00008071314,0.0001575358,0.00008165793],"domain_scores_gemma":[0.9975508,0.0005268315,0.001348809,0.00008266878,0.0002132866,0.0002776637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005940229,0.000008463812,0.9987778,0.00001331877,0.00001068467,0.00008698849,0.00003023957,0.00001153946,0.0002602412,0.000006774557,0.00001332002,0.0007212566],"study_design_scores_gemma":[0.000003349597,0.0001179595,0.997143,0.00001466002,0.00001897735,0.001939161,0.0002140214,0.000081431,0.000303315,0.00001651521,0.0001450991,0.000002461321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988037,0.0007069135,0.00008551934,0.00001681172,0.000003570306,0.000007276883,0.00009580981,0.000001688036,0.0002786416],"genre_scores_gemma":[0.9996223,0.0001642824,0.00007250079,0.00001156573,0.000007170464,0.000004586231,0.00008738472,7.44586e-7,0.00002939666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0018613,"threshold_uncertainty_score":0.00730288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582371208004212,"score_gpt":0.2941700816722998,"score_spread":0.2683463695922577,"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."}}