{"id":"W4386582902","doi":"10.1111/jir.13077","title":"Cognitive dysfunction and psychopathology: a cohort study of adults with intellectual developmental disorder","year":2023,"lang":"en","type":"article","venue":"Journal of Intellectual Disability Research","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Psychopathology; Cognition; Neuropsychology; Psychology; Wechsler Adult Intelligence Scale; Clinical psychology; Intellectual disability; Psychiatry; Population; Borderline intellectual functioning; Intelligence quotient; Cognitive skill; Cohort; 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":[0.0005686439,0.0003812675,0.0005005837,0.001052437,0.001263121,0.00097282,0.000399133,0.0006092951,0.001791781],"category_scores_gemma":[0.001170497,0.0005505431,0.0006274786,0.001161906,0.0003039481,0.0007092158,0.0007436069,0.0008759826,0.0004732682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376534,"about_ca_system_score_gemma":0.0005918798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01892869,"about_ca_topic_score_gemma":0.02112777,"domain_scores_codex":[0.9996219,0.00005916296,0.00004331386,0.0001049869,0.00008115257,0.00008953],"domain_scores_gemma":[0.9995027,0.00004864886,0.0001400115,0.00005518645,0.00007088135,0.0001826163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005505175,0.0000822771,0.9987265,0.000007929565,0.00002365505,0.0002108848,0.0003709933,0.000004628861,0.0001133717,0.000006528638,0.00005050354,0.0003477169],"study_design_scores_gemma":[0.00000814604,0.0002078278,0.9981068,0.000008985856,0.00001990309,0.0004097257,0.001050854,0.00002483702,0.00001820208,0.000008015619,0.0001332875,0.00000338102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992979,0.0001127906,0.0000293329,0.00002179009,0.000005204894,0.00002766911,0.0003129282,0.000001178135,0.0001912066],"genre_scores_gemma":[0.9989319,0.0001820048,0.00007091084,0.00004887692,0.000009723864,0.00004420692,0.0004585827,0.000001729887,0.0002520042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01892869,"threshold_uncertainty_score":0.037637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648142155768866,"score_gpt":0.3350982940960263,"score_spread":0.2986168725383377,"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."}}