{"id":"W3192651692","doi":"10.1017/cjn.2021.190","title":"Epilepsy and Pregnancy: An Audit of Specialized Care","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Audit; Pregnancy; Epilepsy; Medicine; Medical emergency; Obstetrics; Business; Psychiatry; Accounting; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285902,0.0001740713,0.0001940956,0.001805678,0.001063973,0.0007639599,0.0005159481,0.0004980745,0.0007920454],"category_scores_gemma":[0.01046355,0.0003021196,0.0002023319,0.003095943,0.0006054274,0.0003738879,0.001146912,0.0004376608,0.00009257479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481243,"about_ca_system_score_gemma":0.007252419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1604637,"about_ca_topic_score_gemma":0.1975133,"domain_scores_codex":[0.997238,0.0006582711,0.0005996394,0.0002523999,0.000773024,0.0004785219],"domain_scores_gemma":[0.9892963,0.001940858,0.004916841,0.0004897256,0.002149138,0.001207234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004980149,0.0000229095,0.9829592,0.0001011218,0.00001073724,0.001464872,0.001178367,0.00004543862,0.0001905265,0.00004870889,0.0006750291,0.0132533],"study_design_scores_gemma":[0.000004408924,0.00006594149,0.9947873,0.00009109469,0.000007594182,0.002115455,0.001536199,0.00007875825,0.0001023685,0.00001062927,0.001194149,0.000006080951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929932,0.002061366,0.0001348585,0.000510623,0.00002200075,0.0001334802,0.001048753,0.0000200372,0.003075602],"genre_scores_gemma":[0.995985,0.00264529,0.0003002389,0.0002766928,0.00002014501,0.00004970129,0.0004796894,0.000004706433,0.0002385277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1604637,"threshold_uncertainty_score":0.3190594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321710849249789,"score_gpt":0.3148182114840284,"score_spread":0.2716011029915305,"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."}}