{"id":"W1558414347","doi":"10.1111/j.1528-1167.2011.03283.x","title":"Response to first antiepileptic drug trial predicts health outcome in epilepsy","year":2011,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Chronic Disease Prevention and Health Promotion; National Institute of Neurological Disorders and Stroke; American Epilepsy Society","keywords":"Medicine; Adverse effect; Epilepsy; Depression (economics); Quality of life (healthcare); Antiepileptic drug; Pediatrics; Post-hoc analysis; Internal medicine; Emergency medicine; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002487168,0.0003931015,0.0009798249,0.0007279119,0.0001705039,0.00002884422,0.0002988327,0.0001372863,0.001052246],"category_scores_gemma":[0.001137353,0.0003313025,0.0002488359,0.0008097416,0.0001172307,0.000146017,0.0001518512,0.0005429257,0.001550224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005951851,"about_ca_system_score_gemma":0.0005951811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009878961,"about_ca_topic_score_gemma":0.0004321407,"domain_scores_codex":[0.9956281,0.0005444703,0.001081132,0.0007665255,0.000759587,0.001220242],"domain_scores_gemma":[0.9970403,0.0003996032,0.0001583421,0.001012233,0.00009637319,0.001293175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1770459,0.002143819,0.7892811,0.0001327477,0.0000973926,0.001009979,0.004128057,0.000002550461,0.00005097551,0.0003257135,0.02311717,0.002664542],"study_design_scores_gemma":[0.0558027,0.008160463,0.9171824,0.0003314126,0.00003397915,0.00005100448,0.000278773,0.00004857658,0.0002300643,0.0001529619,0.01743407,0.0002935528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756754,0.0002766371,0.00008126161,0.01311525,0.0005904213,0.003740201,0.00004838349,0.0001896876,0.006282771],"genre_scores_gemma":[0.9903249,0.00012368,0.002750974,0.002235335,0.0002322472,0.0004396075,0.00004138039,0.00007269726,0.003779205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279013,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06961831509102631,"score_gpt":0.3485337768313389,"score_spread":0.2789154617403126,"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."}}