{"id":"W4388134777","doi":"10.47391/jpma.10077","title":"The Valproic Acid Dilemma: Safe Alternatives for Pregnant Women and women of childbearing age with Epilepsy","year":2023,"lang":"en","type":"article","venue":"Journal of the Pakistan Medical Association","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lamotrigine; Valproic Acid; Levetiracetam; Pregnancy; Epilepsy; Anticonvulsant; Psychiatry; Pediatrics; Medical prescription; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00562801,0.0005474344,0.001347776,0.000874149,0.001598611,0.002929622,0.00116679,0.005988922,0.01307634],"category_scores_gemma":[0.02679894,0.0002725763,0.001037963,0.0006809488,0.002380272,0.005602506,0.002844281,0.008064612,0.001970699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895804,"about_ca_system_score_gemma":0.006293701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753393,"about_ca_topic_score_gemma":0.00818265,"domain_scores_codex":[0.9968201,0.001878717,0.000283938,0.0001590377,0.0006597135,0.0001985577],"domain_scores_gemma":[0.9904557,0.006114935,0.001148389,0.0001880415,0.0008431526,0.0012498],"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":[0.0007101656,0.0001660265,0.002234631,0.004135241,0.0002081628,0.00405249,0.00134733,0.00020266,0.0003547991,0.02998554,0.3742408,0.5823622],"study_design_scores_gemma":[0.0004491683,0.0005217444,0.002012792,0.01598022,0.0003310096,0.005682393,0.003731923,0.0001949449,0.0002189553,0.08634061,0.8844556,0.00008082511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002270039,0.2022844,0.0005880336,0.7842319,0.003914197,0.00002244386,0.0001115586,0.00002638094,0.006550992],"genre_scores_gemma":[0.07486379,0.4880314,0.005052398,0.3966523,0.02879853,0.000222391,0.0003307122,0.00009443695,0.005954048],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01307634,"threshold_uncertainty_score":0.04374468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197266948468268,"score_gpt":0.3081300028688038,"score_spread":0.2961573333841211,"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."}}