{"id":"W2194951938","doi":"10.1017/cbo9781139178020","title":"Women with Epilepsy","year":2014,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epilepsy; Pregnancy; Medicine; Menopause; Family medicine; Maternity care; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001109065,0.0003682463,0.0007816546,0.0001145273,0.000161928,0.00001495149,0.0002076956,0.0002881317,0.00001086515],"category_scores_gemma":[0.00001593437,0.0002940077,0.0001190866,0.00001378835,0.0003815458,0.00002830519,0.0002395452,0.0006216551,0.00002453047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005646808,"about_ca_system_score_gemma":0.0002225056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318337,"about_ca_topic_score_gemma":5.209699e-7,"domain_scores_codex":[0.9986449,0.00006219679,0.0001216816,0.0004671816,0.0002845599,0.0004194253],"domain_scores_gemma":[0.9988884,0.0001331729,0.0001429774,0.0003500323,0.0001367382,0.0003486939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002840104,0.00009910961,0.00004178512,0.0009522555,0.00145479,0.002644561,0.0001199806,0.000001879232,0.000224101,0.05965945,0.9285931,0.003368914],"study_design_scores_gemma":[0.00231766,0.001111517,0.000397987,0.000263608,0.0005646946,0.00004529945,0.00002533865,0.0000194404,0.000184014,0.000001575098,0.9947209,0.0003479475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00432065,0.00007525083,0.0001361149,0.00005783539,0.00009953939,0.0006742178,0.00007600682,0.0001916851,0.9943687],"genre_scores_gemma":[0.005170288,0.0000525496,0.00005383713,0.0007160431,0.0002982204,0.000004149389,0.00002995851,0.00003857706,0.9936364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06612784,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023726528442096,"score_gpt":0.2224456931873133,"score_spread":0.2022084279028924,"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."}}