{"id":"W4327677059","doi":"10.1002/gps.5906","title":"Cognitive reserve and dementia risk management in people with an intellectual disability","year":2023,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society; Health Research Charities Ireland; Irish Research eLibrary; An Roinn Sláinte; Health Research Board","keywords":"Dementia; Intellectual disability; Cognitive reserve; Cognition; Cognitive disabilities; Gerontology; Cognitive decline; Psychiatry; Psychology; Medicine; Cognitive impairment; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005934719,0.0002564921,0.000355358,0.001119425,0.0006338559,0.0009814304,0.0003204159,0.0004852352,0.003087033],"category_scores_gemma":[0.004734811,0.00008014546,0.0004525466,0.0007856981,0.0001775651,0.0005596248,0.0005335837,0.0009853593,0.0002519966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006154716,"about_ca_system_score_gemma":0.0007159284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036562,"about_ca_topic_score_gemma":0.01381259,"domain_scores_codex":[0.9997171,0.00006196737,0.00004571096,0.00002489807,0.00009762279,0.00005267475],"domain_scores_gemma":[0.9990348,0.0001938621,0.0003332311,0.00001593547,0.0001487777,0.0002735115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004395832,0.0007093015,0.8997812,0.0003585749,0.0002798628,0.0007454145,0.0006864269,0.0001353168,0.0001387714,0.0003814494,0.004588529,0.09175549],"study_design_scores_gemma":[0.00004719138,0.0003479645,0.9922603,0.0004009695,0.0001947737,0.001193457,0.0008525125,0.0002177295,0.00008060726,0.00109609,0.003288844,0.00001965442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179004,0.03636245,0.000235445,0.01167319,0.0003144904,0.00007189999,0.0009345882,0.00004564675,0.03246183],"genre_scores_gemma":[0.9922593,0.00453505,0.0003484119,0.0008760035,0.0002505712,0.00002509647,0.0002956615,0.000002537142,0.001407386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036562,"threshold_uncertainty_score":0.02061063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347258127748344,"score_gpt":0.3420416815806941,"score_spread":0.3185691003032107,"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."}}