{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001369738,0.0002492326,0.0006798893,0.0002287458,0.0002362767,0.00007879362,0.0002780536,0.0001550733,0.0004702971],"category_scores_gemma":[0.001549632,0.0002023987,0.000111694,0.001511614,0.00009442155,0.0002813049,0.0006590773,0.0004264985,0.0008057007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311497,"about_ca_system_score_gemma":0.00009558309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003421634,"about_ca_topic_score_gemma":0.0003125625,"domain_scores_codex":[0.9979545,0.0002723434,0.0004180355,0.0004755677,0.0002530496,0.0006264676],"domain_scores_gemma":[0.9989173,0.0004332425,0.0001187205,0.0002466645,0.00007637832,0.0002076682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003387295,0.0004072519,0.7838575,0.0001344302,0.0001218368,0.03337459,0.0007641978,0.00003762281,0.000235578,0.0001283772,0.1789227,0.00167725],"study_design_scores_gemma":[0.004119661,0.0007804083,0.9806088,0.00005449489,0.0001419614,0.0007258344,0.0002538507,0.0008701968,0.0001107722,0.0005532123,0.01143399,0.0003468661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710953,0.0001145269,0.000002634503,0.01907053,0.0002990081,0.001469323,0.00005008968,0.0002432233,0.007655409],"genre_scores_gemma":[0.982039,0.0004034606,0.00007982535,0.00205237,0.0002339105,0.0002585144,0.00006505824,0.000035495,0.01483235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967513,"threshold_uncertainty_score":0.9999723,"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."}}