{"id":"W4353014910","doi":"10.1111/petr.14493","title":"Incidence of cytomegalovirus <scp>DNAemia</scp> in pediatric kidney, liver, and heart transplant recipients: Efficacy and risk factors associated with failure of weight‐based dosed valganciclovir prophylaxis","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Valganciclovir; Incidence (geometry); Retrospective cohort study; Cohort; Dosing; Internal medicine; Liver transplantation; Cumulative incidence; Kidney transplant; Kidney transplantation; Surgery; Kidney; Pediatrics; Transplantation; Human cytomegalovirus; Ganciclovir; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007804133,0.0003399172,0.0007052718,0.001458435,0.0001093744,0.00002446883,0.0001316235,0.0003051083,0.00001419325],"category_scores_gemma":[0.0004875551,0.0002817535,0.00009625886,0.002802176,0.0001511378,0.0002423768,0.00001743313,0.0005697858,0.000006259701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008213082,"about_ca_system_score_gemma":0.0004409571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332101,"about_ca_topic_score_gemma":0.0005465415,"domain_scores_codex":[0.9970574,0.0002416881,0.0007142096,0.0005681901,0.0008984434,0.0005200863],"domain_scores_gemma":[0.9972591,0.001609928,0.000332223,0.0002321078,0.0002061682,0.0003605092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006605255,0.0003288133,0.9913795,0.001657287,0.00005750338,0.0001057343,0.002980587,0.00009006017,0.002347221,0.000004449362,0.00008229243,0.0003060552],"study_design_scores_gemma":[0.007555171,0.001251933,0.98353,0.0002106978,0.0008170889,0.00001278893,0.00005875572,0.0006370542,0.005742377,0.000009348641,0.00002437834,0.0001504463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971678,0.0006701135,0.0001197246,0.00003612877,0.00005402192,0.00103879,0.0007827584,0.00009378336,0.00003691783],"genre_scores_gemma":[0.9731923,0.02604048,0.0001910426,0.00001730355,0.00008191006,0.00003625238,0.0003666003,0.00004837828,0.0000256742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02537037,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865672577562997,"score_gpt":0.2611641499305845,"score_spread":0.2425074241549545,"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."}}