{"id":"W4293046435","doi":"10.1016/j.ymgme.2022.08.005","title":"Epidemiology, methods of diagnosis, and clinical management of patients with arginase 1 deficiency (ARG1-D): A systematic review","year":2022,"lang":"en","type":"review","venue":"Molecular Genetics and Metabolism","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Spasticity; Pediatrics; Disease; Population; Systematic review; MEDLINE; Intensive care medicine; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002545014,0.0005738763,0.003759289,0.0001325196,0.00005976416,0.000006407445,0.0004799713,0.000269914,0.00002171585],"category_scores_gemma":[0.0003454229,0.0004269014,0.0005692187,0.0002914292,0.0003612946,0.000002330671,0.0006689275,0.0002135004,5.301506e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002965147,"about_ca_system_score_gemma":0.0001031198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005796407,"about_ca_topic_score_gemma":8.954973e-7,"domain_scores_codex":[0.9942841,0.002220611,0.001944601,0.0008975778,0.0002892462,0.0003638827],"domain_scores_gemma":[0.9969432,0.0001880809,0.001423761,0.001142229,0.0001117806,0.0001909889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001247733,0.0003022838,0.0003036962,0.5188988,0.00121548,0.000004525435,0.000007357573,0.00000142695,0.000002020807,0.0006468761,0.00006617347,0.4785388],"study_design_scores_gemma":[0.0009910457,0.0003915668,0.001178903,0.04116614,0.02049996,0.0000135001,0.00002602571,0.000001836246,0.00003229039,0.0001342311,0.9348451,0.0007193462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008422626,0.9940544,0.001537131,0.000007848213,0.0001672849,0.00307018,0.0001903321,0.000004122226,0.000126414],"genre_scores_gemma":[0.00004886765,0.9792667,0.01944498,0.0001889463,0.00001815087,0.0005992462,0.000335694,0.00007003923,0.00002736185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.934779,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244017923489768,"score_gpt":0.3922888233573034,"score_spread":0.3498486441224057,"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."}}