{"id":"W4390932994","doi":"10.15690/vsp.v22i6.2700","title":"Hereditary Amino Acid Metabolism Disorders and Urea Cycle Disorders: to Practicing Physician","year":2024,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Urea cycle; Medicine; Disease; Amino acid metabolism; Pediatrics; Hereditary Diseases; Metabolism; Physiology; Internal medicine; Amino acid; Biochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003054797,0.0004903091,0.0003849622,0.0001804088,0.0002046312,0.0002052492,0.0003619023,0.0002261634,0.00006934316],"category_scores_gemma":[0.0001373662,0.0004702403,0.0002037367,0.0004097115,0.0001754173,0.00004084925,0.0003222924,0.0002505959,0.000155183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007622539,"about_ca_system_score_gemma":0.0001110433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810631,"about_ca_topic_score_gemma":0.0004799629,"domain_scores_codex":[0.9973779,0.0001159327,0.0003941908,0.001068193,0.0003425465,0.0007012776],"domain_scores_gemma":[0.9988149,0.00004155838,0.00007458288,0.0006869175,0.00004906897,0.0003329534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003147801,0.0005089929,0.001390786,0.0004239965,0.0008246097,0.00003128355,0.00220904,0.0005239399,0.2233048,0.006059863,0.04984279,0.7145651],"study_design_scores_gemma":[0.0008898712,0.0002802746,0.01271432,0.00007661017,0.0002365065,0.00002346412,0.001098726,0.0003925257,0.01664546,0.004345824,0.962315,0.0009814174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870131,0.06170023,0.008270818,0.01063783,0.003012974,0.001307075,0.0001797613,0.0002686325,0.02760952],"genre_scores_gemma":[0.9895165,0.003203152,0.00168749,0.00270205,0.001102255,0.0001256052,0.0001764817,0.00012473,0.001361733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9124722,"threshold_uncertainty_score":0.9997749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004123504605336306,"score_gpt":0.2424103188847836,"score_spread":0.2382868142794473,"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."}}