{"id":"W2589097179","doi":"10.1002/mpr.1555","title":"The structure of adult ADHD","year":2017,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pan American Health Organization; Pfizer Foundation; Massachusetts General Hospital; Universitetet i Bergen; National Institute on Drug Abuse; Bristol-Myers Squibb; Eli Lilly and Company; York University; European Commission; World Health Organization; GlaxoSmithKline; Fogarty International Center; National Institute of Mental Health; Pfizer; John D. and Catherine T. MacArthur Foundation","keywords":"Impulsivity; Psychology; Attention deficit hyperactivity disorder; Clinical psychology; Executive dysfunction; Executive functions; Psychiatry; DSM-5; Attention deficit; Cognition; Neuropsychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007299623,0.0002619185,0.0003885386,0.00122226,0.0004343919,0.001139451,0.0004639573,0.0003169647,0.001840402],"category_scores_gemma":[0.003483264,0.0001546173,0.0003555535,0.001384876,0.0005236833,0.0005694282,0.000814445,0.0005335163,0.0001893634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392858,"about_ca_system_score_gemma":0.001254486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742318,"about_ca_topic_score_gemma":0.02384508,"domain_scores_codex":[0.9991452,0.0002066355,0.0000919087,0.0002203146,0.0002409268,0.00009495317],"domain_scores_gemma":[0.9989373,0.0001316262,0.0005038389,0.00008083346,0.0002431037,0.0001033529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159793,0.00009573606,0.9153384,0.0001329908,0.0001729085,0.0002891655,0.002827901,0.0003594428,0.001669767,0.003653329,0.001414267,0.07388622],"study_design_scores_gemma":[0.00000704836,0.00005700106,0.9955641,0.00004649581,0.00004144559,0.0004805529,0.0005449923,0.0003336708,0.0001039334,0.001518062,0.00129792,0.000004842572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847522,0.003108371,0.002342575,0.0007709262,0.00002200485,0.0001552214,0.001472448,0.00003416796,0.007342149],"genre_scores_gemma":[0.9952159,0.000908526,0.001415432,0.0001385853,0.00002160914,0.00006483024,0.001590085,0.000007474888,0.0006376491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742318,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839959973613179,"score_gpt":0.6024693437303713,"score_spread":0.4184733463690534,"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."}}