{"id":"W3193959170","doi":"10.1503/cmaj.210065","title":"Antiseizure medications and pregnancy","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Pregnancy; In utero; Medicine; Congenital malformations; Intensive care medicine; Obstetrics; Pediatrics; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004283843,0.00007116363,0.0001965593,0.000061313,0.0002801711,0.00003593168,0.0000454847,0.0002062573,0.00354364],"category_scores_gemma":[0.002788658,0.00005650393,0.00005486972,0.0001796357,0.00004722643,0.00004986204,0.00001819559,0.0006559656,0.00004142324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452474,"about_ca_system_score_gemma":0.001978967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243759,"about_ca_topic_score_gemma":0.002448841,"domain_scores_codex":[0.9986421,0.00009460184,0.0002030682,0.0001189101,0.0006641357,0.0002771927],"domain_scores_gemma":[0.9977631,0.0001690416,0.00006964284,0.00005132702,0.0003463028,0.001600565],"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":[0.000007947257,0.0002172829,0.2946068,0.00008622268,0.0008422528,0.01296317,0.000542825,5.164985e-7,0.0006688738,0.001756457,0.3509307,0.3373769],"study_design_scores_gemma":[0.002412141,0.0001154535,0.3910393,0.0005455145,0.0002196776,0.003180397,0.0003359355,0.0002439304,0.0002063527,0.0004611642,0.6010746,0.0001654853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3074191,0.01833966,0.0003176967,0.6296381,0.001443456,0.0002920555,0.00004326053,0.00006064459,0.04244608],"genre_scores_gemma":[0.9557868,0.005097555,0.0003481794,0.03520438,0.0009655097,0.000008188796,0.00001111689,0.00001039178,0.002567865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6483677,"threshold_uncertainty_score":0.9973673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130074563653546,"score_gpt":0.287204463968378,"score_spread":0.2759037183318425,"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."}}