{"id":"W2065552637","doi":"10.1016/j.seizure.2011.06.012","title":"Antiepileptic drug use during pregnancy: Perinatal outcomes","year":2011,"lang":"en","type":"article","venue":"Seizure","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Medicine; Discontinuation; Carbamazepine; Obstetrics; Epilepsy; Cohort study; Cohort; Pediatrics; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00003464536,0.0001465451,0.0002814519,0.00004182827,0.000111676,0.00001044751,0.0000650622,0.00005283538,0.0003566479],"category_scores_gemma":[0.00008916772,0.00009567411,0.0001074045,0.00008201308,0.00007995899,0.0001174716,0.00009437323,0.0002071486,0.00007958961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002484546,"about_ca_system_score_gemma":0.00001280779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004588524,"about_ca_topic_score_gemma":0.000006249787,"domain_scores_codex":[0.9992474,0.00002601125,0.0001261705,0.0002054919,0.0001369382,0.0002580431],"domain_scores_gemma":[0.9996045,0.00004824068,0.00003450697,0.0001599184,0.00003638758,0.0001164858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003381954,0.000673118,0.9706545,0.000715981,0.0005845645,0.003945481,0.005304229,7.796012e-7,0.01089385,0.0004915101,0.002425009,0.003972817],"study_design_scores_gemma":[0.001239261,0.0001505806,0.9882246,0.00017327,0.0001005375,0.00007183082,0.0001143181,0.00001677973,0.008660701,0.00005021903,0.001055395,0.0001424685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941877,0.0005098929,0.000005050639,0.0004498352,0.0002011446,0.0002997386,0.000008841104,0.0001443594,0.004193432],"genre_scores_gemma":[0.9918622,0.0001031762,0.0002630159,0.0004098275,0.00005515349,0.00001974232,0.000002143458,0.00001469473,0.007270092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757018,"threshold_uncertainty_score":0.3905044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823295804234754,"score_gpt":0.2923863544004973,"score_spread":0.2441533963581497,"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."}}