{"id":"W2558116404","doi":"10.1373/clinchem.2016.259473","title":"Critically High Plasma Ammonia in an Adolescent Girl","year":2016,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Hyperammonemia; Urea cycle; Medicine; Sodium benzoate; Ammonia; Headaches; Confidence interval; Urine; Hepatic encephalopathy; Gastroenterology; Pediatrics; Internal medicine; Surgery; Arginine; Chemistry; Amino acid; Biochemistry; Cirrhosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003193447,0.0001753691,0.0002369217,0.00001049623,0.00002514733,0.00001680271,0.0003525,0.0003517154,0.0001734916],"category_scores_gemma":[0.0007494566,0.0001341815,0.0001157625,0.0000503419,0.000257536,0.000003872147,0.0001292596,0.0001409299,0.0000534933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004302612,"about_ca_system_score_gemma":0.00009754117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000334509,"about_ca_topic_score_gemma":0.00002276718,"domain_scores_codex":[0.9983388,0.00007239354,0.0005106758,0.0005967502,0.0001351292,0.000346276],"domain_scores_gemma":[0.9989195,0.00004580421,0.00005971771,0.0006126571,0.00009088968,0.0002714527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004137614,0.001092405,0.3297294,0.00007031858,0.00003117896,0.00002152285,0.000006027398,0.000002914814,0.5974181,0.0001039652,0.006125854,0.06498459],"study_design_scores_gemma":[0.005774325,0.0002932022,0.2604789,0.0001122018,0.00003750087,0.00001208121,0.00005513,0.00002166648,0.6129159,0.0007684333,0.1187753,0.0007552929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972478,0.0002183292,0.000192032,0.0008211476,0.0002056604,0.00008028655,0.00002509048,0.00001574216,0.001193878],"genre_scores_gemma":[0.9960434,0.000359898,0.0006995764,0.0007516493,0.0005692106,0.00001568056,0.00004789879,0.00002448622,0.001488213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126494,"threshold_uncertainty_score":0.5471762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100289488035742,"score_gpt":0.3264260391532474,"score_spread":0.30542314427289,"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."}}