{"id":"W2157977018","doi":"10.1111/j.1535-7511.2007.00207.x","title":"Epilepsy: Being Ill in More Ways than One","year":2007,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Comorbidity; Epilepsy; Epidemiology; Psychological intervention; Quality of life (healthcare); Psychiatric comorbidity; Psychiatry; Adverse effect; Intensive care medicine; Internal medicine","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":[0.002140905,0.001173656,0.001717816,0.001630316,0.0003907948,0.0001188237,0.0008252388,0.0005188552,0.001157264],"category_scores_gemma":[0.000943383,0.00111695,0.0007205525,0.002046654,0.0005005836,0.000606654,0.0004694252,0.002113679,0.001828094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106124,"about_ca_system_score_gemma":0.0003946522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144369,"about_ca_topic_score_gemma":0.0002206532,"domain_scores_codex":[0.9900857,0.000228572,0.002002892,0.001975261,0.002502147,0.003205459],"domain_scores_gemma":[0.9948767,0.0004639366,0.0004073559,0.001794509,0.0005724166,0.001885109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001139199,0.005624879,0.8829078,0.000416547,0.000315423,0.0006371383,0.0009843592,0.000007423144,0.000677352,0.0009959994,0.002858195,0.1034357],"study_design_scores_gemma":[0.01284292,0.001279141,0.9591577,0.002064903,0.0002795151,0.0001244993,0.0005676501,0.0004695514,0.004044024,0.001437464,0.0165128,0.001219832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716257,0.002801784,0.001444073,0.001217673,0.002645992,0.002836526,0.0001621849,0.000453186,0.01681288],"genre_scores_gemma":[0.993147,0.001451731,0.001688854,0.0004762701,0.00104413,0.0002401976,0.0009490455,0.0002008645,0.0008018838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022159,"threshold_uncertainty_score":0.9997558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592459844345895,"score_gpt":0.3414678681302302,"score_spread":0.2955432696867712,"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."}}