{"id":"W4403460021","doi":"10.1016/j.seizure.2024.10.001","title":"Neurological care and outcomes in a cohort of Canadian pregnant patients with epilepsy","year":2024,"lang":"en","type":"article","venue":"Seizure","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Sinai Health System; Toronto Western Hospital; University Health Network","funders":"University Health Network; American Epilepsy Society","keywords":"Epilepsy; Cohort; Medicine; Pregnancy; Cohort study; Pediatrics; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003656001,0.00008297942,0.0002325719,0.0001398593,0.00002117541,0.000005265807,0.00002399793,0.00005086657,0.00002391056],"category_scores_gemma":[0.00003595683,0.0000430554,0.00002341999,0.0001895865,0.00006582624,0.00001890633,0.00002123607,0.0001537743,0.000001762692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089657,"about_ca_system_score_gemma":0.00004769606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864566,"about_ca_topic_score_gemma":0.01045832,"domain_scores_codex":[0.9994826,0.00002045503,0.00008702908,0.0001630809,0.00009762318,0.0001492601],"domain_scores_gemma":[0.9997364,0.00006193791,0.000009973228,0.00005484717,0.000030009,0.0001068561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004933975,0.00004323218,0.9937433,0.0001549054,0.00005582736,0.0003087245,0.0004155791,0.000001691768,0.00001780307,0.00004733317,0.0002350126,0.004927266],"study_design_scores_gemma":[0.0005819836,0.001039065,0.9958445,0.0001335091,0.00006244789,0.000004266527,0.00005252458,0.00004806709,0.00002297642,0.00001157986,0.002148762,0.00005024837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954962,0.001378997,3.879853e-7,0.001010355,0.0000538316,0.0004338059,0.00003718167,0.00001878198,0.001570526],"genre_scores_gemma":[0.9991546,0.000104119,0.00003323586,0.0006094725,0.00001134776,0.00001752779,0.000008645454,0.000005494048,0.00005560411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006593751,"threshold_uncertainty_score":0.5842094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009437016165234624,"score_gpt":0.2601741263607937,"score_spread":0.2507371101955591,"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."}}