{"id":"W2734240116","doi":"10.1111/epi.13786","title":"Neurobehavioral comorbidities of epilepsy: Role of inflammation","year":2017,"lang":"en","type":"review","venue":"Epilepsia","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Epilepsy; Depression (economics); Comorbidity; Inflammation; Medicine; Autism spectrum disorder; Serotonergic; Neuroscience; Psychology; Psychiatry; Autism; Internal medicine; Serotonin","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003405059,0.0004040726,0.001879929,0.0004534126,0.0001575699,0.00006233479,0.001581464,0.000282846,0.0003412612],"category_scores_gemma":[0.0006003531,0.0003658489,0.0005552117,0.0002938374,0.0006190595,0.0002731267,0.0004482329,0.0006217044,0.0001776532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005633901,"about_ca_system_score_gemma":0.0004100366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222026,"about_ca_topic_score_gemma":0.00001141771,"domain_scores_codex":[0.9966533,0.0005389615,0.001067921,0.0005581123,0.0007456056,0.0004361581],"domain_scores_gemma":[0.9964731,0.0003507247,0.001645783,0.001406138,0.00003010121,0.00009416587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000105157,0.0001008281,0.000124454,0.006457747,0.00001261544,0.00002318452,0.0001543002,8.611891e-7,0.0005126139,0.03067397,0.0001527908,0.9617761],"study_design_scores_gemma":[0.0001994238,0.0001807973,0.0003902724,0.003830555,0.0001923549,0.00003648608,0.00001191904,0.00003134429,0.004394732,0.002648569,0.9877023,0.0003812979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001133717,0.9892657,0.000008796449,0.00006206248,0.0003177111,0.001218643,0.0003505046,0.00006653075,0.007576287],"genre_scores_gemma":[0.01171654,0.9874085,0.00003308329,0.000003488191,0.0000949671,0.0001021756,0.00004652175,0.00008353686,0.000511207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875495,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781546874427895,"score_gpt":0.4130170027449271,"score_spread":0.2348623153021376,"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."}}