{"id":"W4405853022","doi":"10.1017/s1092852924002311","title":"Anatomical, behavioral, and cognitive teratogenicity associated with valproic acid: a systematic review","year":2024,"lang":"en","type":"review","venue":"CNS Spectrums","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Allergan; Bausch Health; H. Lundbeck A/S; National Natural Science Foundation of China; Eisai; Purdue University; University of Toronto; Biogen; Canadian Institutes of Health Research; Sunovion; Novo Nordisk; Sanofi; Pfizer","keywords":"Medicine; Valproic Acid; Levetiracetam; Cognition; Lamotrigine; Cochrane Library; MEDLINE; Bioinformatics; Psychiatry; Pediatrics; Clinical psychology; Internal medicine; Meta-analysis; Epilepsy; Biology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0004639028,0.0007568107,0.005670288,0.0001658812,0.0001278003,0.0000764017,0.0001343967,0.0002916167,0.00009376165],"category_scores_gemma":[0.0005505543,0.0003895643,0.0006010425,0.0007049651,0.0002524929,0.00006078909,0.0001741038,0.001057653,0.0001497518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653944,"about_ca_system_score_gemma":0.0002106509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005515909,"about_ca_topic_score_gemma":0.00000769285,"domain_scores_codex":[0.9972671,0.0003535734,0.0007922132,0.0007556871,0.0003764923,0.0004549613],"domain_scores_gemma":[0.9986195,0.000346634,0.0003945265,0.000272443,0.00009595799,0.0002709699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001229465,0.0003133914,0.000005773034,0.9877266,0.003098468,0.0009327402,0.00002396417,5.31714e-10,0.000001429846,0.00004221518,0.001254889,0.006588286],"study_design_scores_gemma":[0.0004753384,0.0009159967,0.000005533936,0.8775867,0.1127988,0.0005659898,0.00001572303,0.000003146919,0.000006222443,0.00001608157,0.007153756,0.0004567709],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00030264,0.9914896,0.000002851614,0.0001773113,0.00009018382,0.007148644,0.0001899551,0.0002099101,0.0003888803],"genre_scores_gemma":[0.00213562,0.9954422,0.000008660964,0.000809657,0.0000913071,0.0009699731,0.0001414795,0.000083423,0.0003176563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1101399,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397813251909816,"score_gpt":0.3983725728450263,"score_spread":0.3343944403259281,"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."}}