{"id":"W4220666990","doi":"10.1016/j.yebeh.2022.108654","title":"Response to “Perampanel and pregnancy: Could experience be a gloomy lantern that does not even illuminate its bearer?”","year":2022,"lang":"en","type":"letter","venue":"Epilepsy & Behavior","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eisai Incorporated; Eisai; CMC Microsystems","keywords":"Perampanel; Tolerability; Epilepsy; Interim; Observational study; Medicine; Pregnancy; Psychiatry; Pediatrics; Family medicine; Adverse effect; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003453668,0.0006747748,0.001140511,0.0002342391,0.0003704163,0.00007667856,0.0004092301,0.0005215583,0.001867583],"category_scores_gemma":[0.0003283497,0.0004709693,0.0002526623,0.000205856,0.0002645314,0.0001110798,0.0007396657,0.002073342,0.00004742152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569312,"about_ca_system_score_gemma":0.00009774834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009375683,"about_ca_topic_score_gemma":0.00001059562,"domain_scores_codex":[0.9960849,0.0004165289,0.0004346563,0.001132095,0.0009707357,0.0009610282],"domain_scores_gemma":[0.9982154,0.0005672657,0.0001893498,0.0005583546,0.0001066819,0.0003629114],"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":[0.00632031,0.001344374,0.0395397,0.0008966586,0.0004908846,0.05261003,0.02190925,8.839429e-7,0.1425058,0.000003077692,0.7195539,0.01482519],"study_design_scores_gemma":[0.001927311,0.002147112,0.09409001,0.0008796557,0.0007709784,0.0002149857,0.00057811,0.000005644376,0.009948129,0.000001176666,0.8885994,0.0008374664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7317043,0.0009268262,0.000001903977,0.2632154,0.0007966981,0.002169532,0.0009093967,0.0001608305,0.0001151734],"genre_scores_gemma":[0.5187162,0.0004331958,0.0001000304,0.4481337,0.0005665889,0.003526491,0.0001497832,0.0001090389,0.02826501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2129881,"threshold_uncertainty_score":0.9997742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06929142639275365,"score_gpt":0.348032920870823,"score_spread":0.2787414944780693,"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."}}