{"id":"W2086056052","doi":"10.1111/j.1528-1167.2007.01222.x","title":"Psychiatric Comorbidity in Epilepsy: A Population‐Based Analysis","year":2007,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"M.S.I. Foundation","keywords":"Epilepsy; Psychiatry; Population; Anxiety; Comorbidity; Depression (economics); Medicine; Mental health; National Comorbidity Survey; Agoraphobia; Odds ratio; Anxiety disorder; Psychology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009219804,0.0002739143,0.0005154548,0.001609603,0.0005907372,0.0005766983,0.0003751302,0.0004514879,0.00182855],"category_scores_gemma":[0.002875489,0.0003258792,0.0009650637,0.00215927,0.0003743942,0.0003477209,0.0006433842,0.0006194633,0.0001836774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013918,"about_ca_system_score_gemma":0.0009300573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0459828,"about_ca_topic_score_gemma":0.05334066,"domain_scores_codex":[0.9991887,0.0002293272,0.00008241454,0.0001297562,0.0002609537,0.000108744],"domain_scores_gemma":[0.9989414,0.000213361,0.0003701199,0.0001085893,0.0001724989,0.0001939919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178678,0.00002975337,0.998404,0.000009011172,0.0001962367,0.00009570819,0.00002107473,0.00005912899,0.000053847,0.00001052855,0.0001024284,0.0009003592],"study_design_scores_gemma":[0.00001375455,0.00004229009,0.9993026,0.000002605055,0.00004981247,0.0002126306,0.00004143398,0.0002344786,0.000009769903,0.000009875862,0.00007745368,0.000003162952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987382,0.0002080412,0.00009839595,0.00004833406,0.000004203448,0.00002311952,0.0006115124,0.000005460452,0.0002627089],"genre_scores_gemma":[0.9989384,0.0001251246,0.00008629456,0.00001394226,0.00000769275,0.00001150066,0.0007630731,0.000001620622,0.00005225361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0459828,"threshold_uncertainty_score":0.09143031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311480900959345,"score_gpt":0.3396096707099097,"score_spread":0.3164948617003162,"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."}}