{"id":"W4220752478","doi":"10.1097/wad.0000000000000495","title":"Screening for Dementia and Cognitive Decline in Adults With Down Syndrome","year":2022,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Cognitive decline; Down syndrome; Dementia; Cognition; Alzheimer's disease; Primary care; Cognitive impairment","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":[0.001565494,0.0003749023,0.0003458275,0.0007323899,0.0002445644,0.0004046224,0.0001844244,0.0004387044,0.0006779407],"category_scores_gemma":[0.004102909,0.0001815243,0.0002399338,0.0004166526,0.0001892154,0.000360593,0.0003086807,0.0004096582,0.0001685788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462754,"about_ca_system_score_gemma":0.0001902817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939971,"about_ca_topic_score_gemma":0.003343917,"domain_scores_codex":[0.9994136,0.0002285229,0.00007370084,0.00006585993,0.0001636282,0.00005465638],"domain_scores_gemma":[0.9989071,0.0002444671,0.0004809853,0.00002712209,0.0002075992,0.0001328179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006749301,0.00005383008,0.998114,0.00001014239,0.00001959401,0.00006345256,0.00007060792,0.00001631004,0.0001154795,0.000002824026,0.00003756043,0.001428798],"study_design_scores_gemma":[0.000008509884,0.0002903331,0.9989819,0.000007860485,0.00001599189,0.0004209796,0.00006745854,0.00008319657,0.0000556278,0.000005933999,0.00006032981,0.000001846502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993978,0.0002421013,0.00004977737,0.00002460305,0.000004011767,0.00001352406,0.00008720858,0.000001821776,0.0001791783],"genre_scores_gemma":[0.9993975,0.0001161956,0.0001689489,0.00003652136,0.00001003127,0.00001447185,0.0001542977,4.487275e-7,0.0001016258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002939971,"threshold_uncertainty_score":0.008279264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445991079427567,"score_gpt":0.3001118970508005,"score_spread":0.2756519862565249,"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."}}