{"id":"W4407853197","doi":"10.1093/cid/ciaf078","title":"Serum Ammonia Screening and Donor Mollicutes Detection for Hyperammonemia Syndrome Post–Lung Transplantation: A Prospective Observational Study","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Hyperammonemia; Medicine; Prospective cohort study; Internal medicine; Gastroenterology; Complication; Liver transplantation; Mollicutes; Transplantation; Surgery; Bacteria","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":[0.001843624,0.0004039168,0.0005065328,0.0007207659,0.000663575,0.001204011,0.0005249455,0.0009203232,0.001824999],"category_scores_gemma":[0.003931546,0.0005120707,0.0008568831,0.001043793,0.0004965864,0.0008758875,0.000697811,0.001212009,0.0003266272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763414,"about_ca_system_score_gemma":0.0004631801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327884,"about_ca_topic_score_gemma":0.001191115,"domain_scores_codex":[0.9985526,0.0004751961,0.0002020867,0.0003284141,0.0002333217,0.0002082792],"domain_scores_gemma":[0.994316,0.001182095,0.002941999,0.0004289691,0.0003215861,0.0008093639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199715,0.000041399,0.9993041,0.000007101689,0.00003230843,0.00007011722,0.00002536217,0.000009806922,0.00007380381,0.000004100561,0.00002338205,0.0001885935],"study_design_scores_gemma":[0.00002631766,0.0004505376,0.9981921,0.00001262302,0.0000660083,0.0007048487,0.0001842546,0.0001740609,0.00005993251,0.0000166908,0.0001057237,0.000006946066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995418,0.0001593753,0.00005000671,0.00001897613,0.000005210197,0.000006250448,0.0000945307,0.000001425632,0.0001225255],"genre_scores_gemma":[0.9997173,0.00005445614,0.00003817296,0.00002205479,0.00001089143,0.000006790132,0.0001209981,0.0000010303,0.00002818708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001843624,"threshold_uncertainty_score":0.009750187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507884212736534,"score_gpt":0.3445547970622454,"score_spread":0.3194759549348801,"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."}}