{"id":"W1971130967","doi":"10.1097/yic.0b013e3281c61b28","title":"Valproate-induced hyperammonaemic encephalopathy: review of 14 cases in the psychiatric setting","year":2007,"lang":"en","type":"review","venue":"International Clinical Psychopharmacology","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Discontinuation; Encephalopathy; Medicine; Adverse effect; Pediatrics; Urea cycle; Psychiatry; Delirium; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00531114,0.0005277335,0.002977473,0.0004279225,0.00006244054,0.0000103757,0.0009612502,0.0005568877,0.0005706559],"category_scores_gemma":[0.00304375,0.0003140122,0.001408954,0.0008379853,0.0002694024,0.00005355782,0.0001729069,0.002383347,0.0001205463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456332,"about_ca_system_score_gemma":0.0003545491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000153936,"about_ca_topic_score_gemma":0.00000425347,"domain_scores_codex":[0.9934818,0.001347031,0.003223966,0.0007916267,0.0006890309,0.000466555],"domain_scores_gemma":[0.9894216,0.008460805,0.001277412,0.0003520587,0.0003261776,0.0001619362],"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":[0.0003491377,0.001599561,0.0005199843,0.02915288,0.0007759723,0.001009591,0.0000192379,1.62954e-7,0.000007085251,0.00005649904,0.02026087,0.946249],"study_design_scores_gemma":[0.002349563,0.0008519133,0.0007868226,0.0216424,0.002118934,0.0007579661,0.00001034001,0.000005704939,0.000001305345,0.00007362432,0.9711109,0.0002904616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001606152,0.9808383,0.000004260854,0.003291192,0.005246523,0.002595722,0.00005602474,0.0000381769,0.006323649],"genre_scores_gemma":[0.002906049,0.9741342,0.0001484622,0.02029242,0.0020151,0.000282132,0.00008635705,0.00003896442,0.00009632504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9508501,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2263011161481271,"score_gpt":0.5704658701246423,"score_spread":0.3441647539765152,"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."}}