{"id":"W2731033424","doi":"10.1080/09540261.2017.1302412","title":"Psychiatric comorbidities in epilepsy","year":2017,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; National Institute of Neurological Disorders and Stroke; Hotchkiss Brain Institute, University of Calgary; University of Calgary","keywords":"Epilepsy; Psychiatry; Anxiety; Comorbidity; Mood disorders; Suicidal ideation; Psychiatric comorbidity; Population; Psychology; Epidemiology of child psychiatric disorders; Mood; Medicine; Clinical psychology; Poison control; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002987825,0.0001057547,0.000317874,0.0001463248,0.00005386597,0.00001740794,0.000351481,0.00003659781,0.0008561561],"category_scores_gemma":[0.0003008918,0.0000834709,0.0001894611,0.00005987932,0.00008755573,0.0001056535,0.00006170145,0.0001599728,0.0001130793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005267178,"about_ca_system_score_gemma":0.0002271829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001368844,"about_ca_topic_score_gemma":0.0001162866,"domain_scores_codex":[0.9987935,0.00002623591,0.0004129629,0.0001790433,0.0004402597,0.0001480337],"domain_scores_gemma":[0.99896,0.00002892395,0.0002501195,0.0005320226,0.0001426285,0.00008630017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006939682,0.0004119792,0.955072,0.002335296,0.000090297,0.000018553,0.000006287539,7.983827e-8,0.000006387468,0.0153033,0.01733373,0.009352697],"study_design_scores_gemma":[0.001494062,0.0002010603,0.9640405,0.009763664,0.00004829889,0.00004939387,0.00001736613,0.00001304131,0.00002570455,0.004292338,0.01997365,0.00008088561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2715437,0.1891153,0.00004967589,0.1618681,0.00532749,0.001368757,0.0001069826,0.00004000177,0.3705801],"genre_scores_gemma":[0.8723301,0.1196332,0.004560836,0.001615594,0.0004775252,0.00006150682,0.00005827018,0.00001653835,0.001246425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6007864,"threshold_uncertainty_score":0.9374308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728556983338035,"score_gpt":0.3826112016807027,"score_spread":0.3553256318473223,"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."}}