{"id":"W4385752306","doi":"10.1002/epi4.12807","title":"Valproate associated brain volume‐loss in pediatric epilepsy—A case series","year":2023,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Brain size; Cerebrum; Epilepsy; White matter; Medicine; Atrophy; Cerebellum; Asymptomatic; Neuroimaging; Cerebrospinal fluid; Weight loss; Parenchyma; Magnetic resonance imaging; Nuclear medicine; Anesthesia; Pediatrics; Radiology; Internal medicine; Pathology; Central nervous system; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002214848,0.0009511268,0.0005687287,0.001122677,0.0009034204,0.0006538498,0.0004760857,0.0009819944,0.001026459],"category_scores_gemma":[0.001751786,0.0004639438,0.0004646507,0.0008840856,0.001127999,0.0007537452,0.0007925916,0.0007981254,0.0003183165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893323,"about_ca_system_score_gemma":0.0005592763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801911,"about_ca_topic_score_gemma":0.002639246,"domain_scores_codex":[0.9995604,0.00005013959,0.00007648327,0.0001181007,0.00009105596,0.0001038214],"domain_scores_gemma":[0.9987708,0.0003175243,0.0005063406,0.0001296352,0.00009305029,0.0001826077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008214115,0.00006989109,0.2036608,0.000134975,0.00004643096,0.7835791,0.0005348581,0.0001833582,0.001960423,0.000173111,0.00041149,0.009163552],"study_design_scores_gemma":[0.000006534164,0.00009235609,0.03812359,0.00001907143,0.00003345704,0.9598928,0.0001632069,0.0001211304,0.000884945,0.00005902306,0.0005950701,0.000008757788],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943452,0.002702942,0.001075925,0.0001848897,0.00003499265,0.00005389481,0.0001082643,0.00005162521,0.001442317],"genre_scores_gemma":[0.9980938,0.001105372,0.0004285338,0.00006437628,0.00006706611,0.00001216594,0.0000598216,0.00001192597,0.0001569521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001801911,"threshold_uncertainty_score":0.003582835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471775131430274,"score_gpt":0.3513910314589924,"score_spread":0.3066732801446896,"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."}}