{"id":"W4409934463","doi":"10.1111/tid.70042","title":"Incidence and Timing of Epstein–Barr Virus Whole Blood DNAemia in Epstein–Barr Virus‐Mismatched Adult and Pediatric Solid Organ Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Health Services","keywords":"Serostatus; Medicine; Incidence (geometry); Epstein–Barr virus; Lymphoproliferative disorders; Immunology; Post-transplant lymphoproliferative disorder; Viral load; Internal medicine; Virus; Gastroenterology; Lymphoma","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002297387,0.0004022331,0.0007122,0.0004724264,0.0001625361,0.0000360876,0.000121813,0.0002366993,0.000054993],"category_scores_gemma":[0.00009273705,0.0003943638,0.0001379043,0.0006837545,0.0001321097,0.0001874008,0.00002531632,0.000400102,0.000006906039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082508,"about_ca_system_score_gemma":0.0003843663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995215,"about_ca_topic_score_gemma":0.001860033,"domain_scores_codex":[0.9977094,0.0001068577,0.0006828925,0.0006091698,0.0003603143,0.0005313553],"domain_scores_gemma":[0.9988319,0.0001283554,0.0001694597,0.0003071599,0.0001129006,0.0004502453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001770697,0.0008511503,0.9722246,0.001705533,0.0001952194,0.0004440299,0.002821261,0.00009596992,0.01868461,0.00006200697,0.00009448279,0.001050469],"study_design_scores_gemma":[0.0284526,0.0009873195,0.943687,0.003372504,0.005598299,0.0001150456,0.0003670939,0.001317787,0.01404857,0.0009197562,0.00005972396,0.001074299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944727,0.002944158,0.0001560945,0.0002798284,0.000185708,0.0007210174,0.0005340955,0.0001176462,0.0005887827],"genre_scores_gemma":[0.990391,0.00865436,0.00002405614,0.0005461944,0.00005320469,0.00006747143,0.0001218623,0.00004075384,0.00010117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02853757,"threshold_uncertainty_score":0.9998508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006681498308069218,"score_gpt":0.2449951950538841,"score_spread":0.2383136967458149,"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."}}