{"id":"W4404107948","doi":"10.61186/umj.35.6.511","title":"PREVALENCE OF MOOD-BEHAVIORAL DISORDERS IN PATIENTS WITH EPILEPSY IN IRAN: A SYSTEMATIC REVIEW, META-ANALYSIS AND META-REGRESSION","year":2024,"lang":"en","type":"article","venue":"Studies in Medical Sciences","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Meta-regression; Mood; Mood disorders; Epilepsy; Systematic review; Psychiatry; Medicine; Clinical psychology; Psychology; MEDLINE; Internal medicine; Biology; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01506531,0.002893067,0.01776226,0.007663873,0.0007951056,0.003289766,0.002542226,0.002143473,0.002347833],"category_scores_gemma":[0.0309949,0.001671775,0.05233798,0.007830772,0.0006283944,0.001690126,0.001498942,0.001631825,0.0001840111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533373,"about_ca_system_score_gemma":0.003422083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006844915,"about_ca_topic_score_gemma":0.01328067,"domain_scores_codex":[0.9914162,0.003558157,0.002679059,0.001072963,0.0009727926,0.0003009587],"domain_scores_gemma":[0.9824191,0.01325245,0.002492581,0.0005639634,0.001085302,0.0001865652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001325852,0.00003717675,0.01248387,0.2257857,0.7505844,0.0001648308,0.00009062033,0.0008513082,0.0001662954,0.000127819,0.0004887861,0.007893432],"study_design_scores_gemma":[0.0002773557,0.0001383664,0.005549745,0.01149652,0.9811445,0.0001114847,0.00004005062,0.0003301771,0.00008099525,0.0001210528,0.0006905141,0.00001910904],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01118313,0.9862578,0.0009123436,0.0002360131,0.0001257215,0.0003504478,0.0006583775,0.00003667047,0.0002395106],"genre_scores_gemma":[0.2842962,0.7055097,0.005036609,0.0007606043,0.0003166788,0.002278449,0.001387756,0.00004037569,0.0003735279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01776226,"threshold_uncertainty_score":0.07967395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234764609856045,"score_gpt":0.4414749446712115,"score_spread":0.317998483685607,"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."}}