{"id":"W4413169560","doi":"10.3390/mps8040094","title":"Exploring the Relationship of Cognitive Disengagement Syndrome and Attention Deficit/Hyperactivity Disorder with Emotional Dysregulation: A Twin Study in Childhood and Adolescence","year":2025,"lang":"en","type":"article","venue":"Methods and Protocols","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Attention deficit hyperactivity disorder; CBCL; Emotional dysregulation; Twin study; Comorbidity; Psychology; Disengagement theory; Cognition; Etiology; Clinical psychology; Psychiatry; Heritability; Medicine","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":[0.001552913,0.0005858403,0.0006725281,0.001443535,0.0009418717,0.001045678,0.0005139761,0.0004961837,0.001224106],"category_scores_gemma":[0.004598882,0.0007102925,0.000803459,0.001361899,0.0005658261,0.000510364,0.001267782,0.0009373575,0.0001109478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005675404,"about_ca_system_score_gemma":0.0005717485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02223775,"about_ca_topic_score_gemma":0.02236813,"domain_scores_codex":[0.9987969,0.000466461,0.0001136362,0.0002809406,0.0002214043,0.0001206361],"domain_scores_gemma":[0.9982595,0.0003882424,0.0006799725,0.0003112979,0.0001517722,0.0002093111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574263,0.00005082431,0.9958153,0.00001116226,0.0002500692,0.0003593154,0.0008607035,0.00005626517,0.001138328,0.0001236339,0.00004462327,0.001132364],"study_design_scores_gemma":[0.00001024337,0.00006969928,0.9969987,0.00001451646,0.0001896037,0.001377099,0.0004967506,0.0003615522,0.0001795525,0.00008803785,0.000207736,0.000006517349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991941,0.0002531626,0.0002693199,0.00002405977,0.000004342304,0.000007978323,0.00007308161,0.000001702082,0.000172204],"genre_scores_gemma":[0.999079,0.0002155789,0.0004087431,0.00001215773,0.000003509062,0.00001338037,0.0001221273,0.000004347683,0.0001412363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223775,"threshold_uncertainty_score":0.04421663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368787861515611,"score_gpt":0.4251300883439607,"score_spread":0.2882513021923996,"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."}}