{"id":"W4389037728","doi":"10.1002/dad2.12500","title":"Remote and in‐clinic digital cognitive screening tools outperform the MoCA to distinguish cerebral amyloid status among cognitively healthy older adults","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Alzheimer's Association","keywords":"Montreal Cognitive Assessment; Cognition; Task (project management); Cognitive impairment; Pathological; Area under the curve; Medicine; Audiology; Psychology; Gerontology; Internal medicine; Psychiatry","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":[0.001825888,0.0008084968,0.0004739232,0.0009151511,0.0002353989,0.001270415,0.0004110393,0.0007290666,0.001796017],"category_scores_gemma":[0.007705109,0.0002003654,0.0005435391,0.0003672341,0.0001917618,0.000888708,0.0005216979,0.0003321562,0.0006423187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220743,"about_ca_system_score_gemma":0.0001708382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403876,"about_ca_topic_score_gemma":0.008209177,"domain_scores_codex":[0.9993477,0.0002023282,0.00008743322,0.0002036978,0.0001062212,0.00005252569],"domain_scores_gemma":[0.9968778,0.001312479,0.0006036743,0.0002378473,0.0007060253,0.0002621728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003263123,0.0004383637,0.9314854,0.0001341858,0.0006235726,0.00005558472,0.0002325064,0.0006698182,0.002296635,0.0000764252,0.001058215,0.0596661],"study_design_scores_gemma":[0.0001201894,0.001684413,0.9856436,0.00006288596,0.0003392354,0.0003513322,0.0001917219,0.008700716,0.001792939,0.0002236972,0.0008598923,0.00002939176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968342,0.0006605497,0.0005311426,0.00006886382,0.00003124347,0.00003705141,0.0003633339,0.00004690227,0.001426687],"genre_scores_gemma":[0.9983114,0.0001235086,0.0008302295,0.00006291828,0.00002780625,0.00001931494,0.0002486957,0.000003867865,0.0003722468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003403876,"threshold_uncertainty_score":0.00965631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04729889298784313,"score_gpt":0.3723756429159587,"score_spread":0.3250767499281156,"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."}}