{"id":"W4367058188","doi":"10.1097/jcp.0000000000001689","title":"Valproic Acid–Associated Hyperammonemia","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Psychopharmacology","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Hyperammonemia; Valproic Acid; Medicine; Asymptomatic; Adverse effect; Anticonvulsant; Internal medicine; Clinical Practice; Psychiatry; Epilepsy; Family 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":["research_integrity"],"category_scores_codex":[0.004943174,0.0006465179,0.008993112,0.000502501,0.0001057893,0.00002083607,0.0005744761,0.001443257,0.0005724865],"category_scores_gemma":[0.005796616,0.0004010274,0.004275611,0.0008816582,0.0003889177,0.00006935999,0.0001900614,0.005023134,0.0006846313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023948,"about_ca_system_score_gemma":0.0009759183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001131509,"about_ca_topic_score_gemma":8.570834e-7,"domain_scores_codex":[0.9912286,0.001614116,0.005317709,0.0005469426,0.0006282532,0.0006644034],"domain_scores_gemma":[0.9885752,0.005665183,0.004144162,0.0002648725,0.000524544,0.0008260483],"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":[0.001099423,0.001709924,0.00006556651,0.005758523,0.008230562,0.003049155,0.00001017688,4.796985e-7,0.00001952922,0.000006016209,0.1692269,0.8108237],"study_design_scores_gemma":[0.008166003,0.003177922,0.0003125548,0.006066366,0.01303212,0.0005806109,0.000005323395,0.000006911772,0.000001650432,0.0001327694,0.9681859,0.000331889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001172253,0.9846173,0.000006498507,0.001126222,0.01069767,0.001089531,0.00003079783,0.000101298,0.001158466],"genre_scores_gemma":[0.0002143765,0.9899806,0.000122895,0.002856771,0.005181957,0.00004105734,0.00001330429,0.0001120518,0.001476922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8104919,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483130068542298,"score_gpt":0.6001113438739153,"score_spread":0.2517983370196855,"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."}}