{"id":"W4404672125","doi":"10.1001/jamaneurol.2024.3976","title":"Psychiatric Comorbidities in Persons With Epilepsy Compared With Persons Without Epilepsy","year":2024,"lang":"en","type":"review","venue":"JAMA Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epilepsy; Psychiatry; Medicine; Comorbidity; Psychiatric comorbidity; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004694779,0.0006272251,0.002615619,0.005080905,0.0002251077,0.001096312,0.0005832379,0.0007196578,0.002206982],"category_scores_gemma":[0.02068433,0.0004239055,0.006703847,0.005271106,0.0002865457,0.0009462319,0.000640596,0.0007817079,0.0001156307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307639,"about_ca_system_score_gemma":0.0009923602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925239,"about_ca_topic_score_gemma":0.009551993,"domain_scores_codex":[0.9956209,0.00159575,0.001577551,0.0004122909,0.0006825826,0.0001108689],"domain_scores_gemma":[0.9840735,0.0109516,0.004026294,0.0002674486,0.0005530988,0.0001280691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002691305,0.0000871422,0.2979748,0.39244,0.2040361,0.0005338891,0.0004859289,0.000841875,0.000781227,0.0006872887,0.00429519,0.09514522],"study_design_scores_gemma":[0.001212478,0.0009620966,0.5163958,0.175367,0.2863674,0.002140284,0.0008237893,0.001123111,0.0006661084,0.001775863,0.01304194,0.0001241823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03619441,0.9578523,0.0005675181,0.001030442,0.0002337106,0.0001694345,0.002968716,0.00001582013,0.0009675965],"genre_scores_gemma":[0.5200154,0.4730282,0.002467748,0.0008908971,0.0004099424,0.0005058925,0.002408241,0.000009927581,0.0002637418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005080905,"threshold_uncertainty_score":0.02482861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925168867312459,"score_gpt":0.3462435465175955,"score_spread":0.2969918578444709,"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."}}