{"id":"W2593525832","doi":"10.1001/jamaneurol.2016.5042","title":"Association of Depression and Treated Depression With Epilepsy and Seizure Outcomes","year":2017,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Epilepsy; Interquartile range; Depression (economics); Medicine; Hazard ratio; Cohort; Odds ratio; Cohort study; Population; Psychiatry; Internal medicine; Pediatrics; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001216995,0.00009942451,0.000283071,0.00004730062,0.0001409394,0.00002313807,0.00004754797,0.0001813223,0.00001777207],"category_scores_gemma":[0.0003656682,0.00005980072,0.00002275376,0.00002048427,0.00009172778,0.00009026407,0.0000779299,0.0002194764,0.000002150864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009749065,"about_ca_system_score_gemma":0.00001888742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001544521,"about_ca_topic_score_gemma":0.0000874125,"domain_scores_codex":[0.9992308,0.00007806673,0.0001138197,0.0002338745,0.0001651409,0.0001782823],"domain_scores_gemma":[0.999157,0.00018552,0.000169008,0.0003003227,0.00007010822,0.0001180287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001264307,0.00009138581,0.9844852,0.00003027342,0.00009664873,0.0001694075,0.00003691586,2.715984e-7,0.001399716,0.000007134925,0.0003419376,0.0120768],"study_design_scores_gemma":[0.004992627,0.001118931,0.9903803,0.00002974676,0.0001002303,0.00009822856,0.000004228599,0.0000895404,0.002675824,0.00004639643,0.0004207896,0.00004313455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913175,0.0001976096,0.000003985488,0.006852873,0.00002367895,0.0002410838,0.00000822828,0.0000176211,0.001337404],"genre_scores_gemma":[0.9986414,0.0002882149,0.00008368173,0.0002692231,0.00003182254,0.00001611854,0.00001002499,0.00001089019,0.0006486453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01203367,"threshold_uncertainty_score":0.2438603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280575511401595,"score_gpt":0.2923438735464822,"score_spread":0.2795381184324662,"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."}}