{"id":"W3190175964","doi":"10.3233/jad-210201","title":"Pilot Evaluation of the Unsupervised, At-Home Cogstate Brief Battery in ADNI-2","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; BioClinica; F. Hoffmann-La Roche; University of Southern California; Biogen; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Concordance; Usability; Neuroimaging; Psychology; Test (biology); Medicine; Cognitive impairment; Cognition; Psychiatry; Computer science; Internal medicine","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":[0.01719168,0.00155279,0.001185925,0.0007171079,0.0008941738,0.000964901,0.001840991,0.0009392058,0.001391943],"category_scores_gemma":[0.02009741,0.0005397476,0.0008703989,0.0004885929,0.001013034,0.000985826,0.00126932,0.001112089,0.001030411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874876,"about_ca_system_score_gemma":0.001783077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006944042,"about_ca_topic_score_gemma":0.01500862,"domain_scores_codex":[0.9942645,0.003568224,0.0003595548,0.0005931885,0.0008684422,0.0003459373],"domain_scores_gemma":[0.9897398,0.003199143,0.0006748656,0.001173352,0.003905377,0.001307491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1068257,0.1090329,0.450805,0.001612713,0.001605901,0.002033236,0.02265958,0.004666153,0.02168933,0.0005164155,0.02033583,0.2582172],"study_design_scores_gemma":[0.01245327,0.1567848,0.8090537,0.0002280638,0.000486692,0.001027588,0.00257405,0.003916023,0.003971058,0.0005826991,0.008743101,0.0001790163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831555,0.00009624766,0.002450456,0.0001520019,0.00006612513,0.01151403,0.001238359,0.0001396164,0.00118772],"genre_scores_gemma":[0.9392435,0.0002468782,0.01526205,0.0005308008,0.0001782133,0.03555728,0.006903864,0.0001177378,0.001959609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719168,"threshold_uncertainty_score":0.09091938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06465975444790276,"score_gpt":0.348477893698491,"score_spread":0.2838181392505883,"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."}}