{"id":"W4297425614","doi":"10.1007/s13669-022-00344-5","title":"Epilepsy Complicating Pregnancy","year":2022,"lang":"en","type":"article","venue":"Current Obstetrics and Gynecology Reports","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Epilepsy; Pregnancy; Obstetrics; Psychiatry; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002244076,0.0001284849,0.0003446466,0.0001094942,0.0004703665,0.00000908416,0.00004521049,0.0000374547,0.0002319224],"category_scores_gemma":[0.003071534,0.0001070427,0.00007324086,0.000333426,0.00009271233,0.00002292831,0.0003721639,0.0004176991,0.000002833161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009327124,"about_ca_system_score_gemma":0.0000474639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001550024,"about_ca_topic_score_gemma":2.090105e-7,"domain_scores_codex":[0.9987705,0.00006655607,0.0003289964,0.0003736159,0.0001905165,0.0002698507],"domain_scores_gemma":[0.9978203,0.001590892,0.0002034146,0.0001864751,0.00006162676,0.0001373296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001284649,0.001036954,0.5250605,0.0002179355,0.0001044511,0.002414676,0.000184187,0.00001192585,0.0006692376,0.0004956284,0.005091382,0.4647003],"study_design_scores_gemma":[0.001691063,0.001442535,0.3880698,0.0000636642,0.0002781325,0.00195288,0.0001558192,0.0008262607,0.0001538135,0.001629345,0.6033691,0.000367603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440951,0.04683086,0.00004144253,0.0007411275,0.003677162,0.000733268,0.000009338812,0.00009224498,0.0037794],"genre_scores_gemma":[0.9981401,0.0008926896,0.00007283419,0.0003690528,0.00003973096,0.0002144759,0.00002212818,0.000009663944,0.0002393534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5982777,"threshold_uncertainty_score":0.4365076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723091670087315,"score_gpt":0.3303298057815419,"score_spread":0.2830988890806687,"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."}}