{"id":"W3113891591","doi":"10.1002/trc2.12116","title":"Validation of SATURN, a free, electronic, self‐administered cognitive screening test","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; National Science Foundation","keywords":"Montreal Cognitive Assessment; Saturn; Clinical Dementia Rating; Test (biology); Cognition; Psychology; Stroop effect; Cognitive test; Effects of sleep deprivation on cognitive performance; Medicine; Clinical psychology; Audiology; Psychiatry; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005229246,0.0005206349,0.0003136559,0.001064172,0.0003098253,0.0004891365,0.0008903785,0.0005411037,0.003061072],"category_scores_gemma":[0.009214984,0.0001866558,0.0005218516,0.0003636353,0.0003782568,0.0005018019,0.0008814339,0.0003961156,0.001470837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291006,"about_ca_system_score_gemma":0.0009872467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926771,"about_ca_topic_score_gemma":0.005438251,"domain_scores_codex":[0.996408,0.001084105,0.0004583904,0.0005089816,0.001436776,0.0001036836],"domain_scores_gemma":[0.9928194,0.001864978,0.001552501,0.0006700491,0.002643673,0.0004494218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003839622,0.002898311,0.8640732,0.0003054772,0.0004508603,0.0001885911,0.0005757965,0.0009809234,0.01143318,0.0003924849,0.006714859,0.1081467],"study_design_scores_gemma":[0.0005234272,0.004733349,0.9805053,0.00008376521,0.0001180704,0.001023653,0.0001569217,0.001754027,0.003924245,0.0001878014,0.006955137,0.00003420346],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776829,0.0003545306,0.005564191,0.0001331266,0.00007046136,0.001874189,0.005149548,0.000203386,0.00896759],"genre_scores_gemma":[0.9659444,0.000250352,0.01452863,0.0003217674,0.0000721937,0.001913813,0.01294338,0.00005192107,0.003973502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005229246,"threshold_uncertainty_score":0.02765524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3175760369471315,"score_gpt":0.5119719701333639,"score_spread":0.1943959331862324,"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."}}