{"id":"W4412572673","doi":"10.1111/tid.70082","title":"Utility of Cytomegalovirus Quantitative Polymerase Chain Reaction in Tissue Biopsy for the Diagnosis of Cytomegalovirus Gastrointestinal Disease Among Solid Organ Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; St Mary's Hospital Centre; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Biopsy; Cytomegalovirus; Histopathology; Interquartile range; Pathology; Polymerase chain reaction; Gastroenterology; Internal medicine; Herpesviridae; Immunology; Viral disease; Virus; 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":[0.003555385,0.0005232577,0.0004607545,0.0015216,0.0002660712,0.001148358,0.0003880456,0.0006036352,0.0009347893],"category_scores_gemma":[0.006996978,0.000290212,0.0003501425,0.0004358833,0.0005451579,0.0004904119,0.0003531333,0.0004842895,0.0004174337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003501558,"about_ca_system_score_gemma":0.0002850729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005528224,"about_ca_topic_score_gemma":0.0006180751,"domain_scores_codex":[0.9977272,0.001093383,0.0002337763,0.0003573969,0.0004767976,0.0001113429],"domain_scores_gemma":[0.9955363,0.002514269,0.0008389946,0.0001911884,0.0006732519,0.0002459684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008689406,0.0000819815,0.9530159,0.0001015705,0.00008653936,0.0003543612,0.000104414,0.0004881644,0.02675296,0.00006760511,0.0002533607,0.01782432],"study_design_scores_gemma":[0.00008207455,0.002108927,0.9033379,0.0002255369,0.0002811819,0.005733095,0.000691111,0.03381406,0.05197273,0.0003847437,0.001312011,0.00005661737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865312,0.003675392,0.008258709,0.0001162187,0.00006270115,0.00005984652,0.0002319552,0.0000889363,0.0009750734],"genre_scores_gemma":[0.9964371,0.0002488873,0.003004261,0.00007511142,0.00001615178,0.00002245136,0.0001096817,0.000005565088,0.0000809492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003555385,"threshold_uncertainty_score":0.01880288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785818121715761,"score_gpt":0.3301697882112332,"score_spread":0.3023116069940756,"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."}}