{"id":"W2076329215","doi":"10.1111/j.1535-7511.2006.00131.x","title":"Surveying the Population with Epilepsy: Ulcers, Allergies, and Other Medical Comorbidities","year":2006,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epilepsy; Population; Comorbidity; Population health; Psychiatry; Pediatrics; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001446755,0.001745447,0.002107559,0.0006933734,0.0008459524,0.0003711183,0.001017569,0.001481659,0.002093803],"category_scores_gemma":[0.0003965336,0.001128228,0.0005544845,0.0007512259,0.001239142,0.000329671,0.0004801244,0.005929837,0.0003961076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005937636,"about_ca_system_score_gemma":0.0007408468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919071,"about_ca_topic_score_gemma":0.0006438025,"domain_scores_codex":[0.988115,0.001230967,0.001572581,0.002047072,0.004839342,0.002195033],"domain_scores_gemma":[0.9950317,0.001064821,0.0007634271,0.00193681,0.0004012043,0.0008020367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001924885,0.0004081443,0.4957229,0.0006171291,0.000624877,0.0005007557,0.00009369213,0.000003360482,5.117205e-7,0.00004243631,0.4938595,0.007934129],"study_design_scores_gemma":[0.005879082,0.0008644938,0.3186924,0.003071989,0.000750081,0.0004606149,0.00008678812,0.0003269668,0.00001084529,0.0002729599,0.6683357,0.001248123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3850059,0.03018288,0.0005372315,0.5412524,0.01081642,0.0131227,0.005184476,0.001688134,0.01220988],"genre_scores_gemma":[0.6386929,0.008275975,0.0007906854,0.2553324,0.02509422,0.002852864,0.05047752,0.001900511,0.01658292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2859199,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596095456273117,"score_gpt":0.3093086790091151,"score_spread":0.2733477244463839,"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."}}