{"id":"W4388561865","doi":"10.1016/j.healun.2023.11.004","title":"Hyperammonemia syndrome in lung transplant recipients: A survey on current clinical practice","year":2023,"lang":"en","type":"letter","venue":"The Journal of Heart and Lung Transplantation","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Clinical Practice; Medicine; Lung transplantation; Hyperammonemia; Lung; Intensive care medicine; Pediatrics; Family medicine; Internal medicine","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":[0.0006834763,0.0001972277,0.0006600111,0.001399552,0.000320598,0.0008805568,0.000353755,0.001631441,0.001587739],"category_scores_gemma":[0.003858366,0.0001387228,0.000311827,0.002424619,0.000331997,0.0009753286,0.0003047745,0.0009859006,0.0004368334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080633,"about_ca_system_score_gemma":0.0006191293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175796,"about_ca_topic_score_gemma":0.001611412,"domain_scores_codex":[0.999403,0.0001595532,0.0001713975,0.00006751491,0.0001366131,0.00006184159],"domain_scores_gemma":[0.9969454,0.001413164,0.0007676217,0.00004726148,0.0003537914,0.0004727086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004206728,0.0001551394,0.7880861,0.0008901177,0.0001832204,0.01570143,0.0006443461,0.0001504626,0.001115042,0.0006346263,0.04759992,0.1444189],"study_design_scores_gemma":[0.0001689116,0.0003081529,0.7855008,0.003656968,0.0003550861,0.1245999,0.003206686,0.0005658027,0.0002887205,0.001720905,0.07954431,0.00008391271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3190833,0.4210901,0.001399005,0.2313523,0.00362531,0.00004149255,0.001104514,0.0001581829,0.02214584],"genre_scores_gemma":[0.6489896,0.2698421,0.001325124,0.0678973,0.009288608,0.00005610117,0.0007556127,0.00002872418,0.001816845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001631441,"threshold_uncertainty_score":0.005311549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867216615696814,"score_gpt":0.3419398530431663,"score_spread":0.3132676868861982,"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."}}