{"id":"W4403551431","doi":"10.1177/20552076241287371","title":"Validity and reliability of a digital solution for cognitive assessment: The Brain on Track®","year":2024,"lang":"en","type":"article","venue":"Digital Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Montreal Cognitive Assessment; Construct validity; Psychology; Cognition; Reliability (semiconductor); Usability; Test (biology); Neuropsychological assessment; Neuropsychology; Clinical psychology; Psychometrics; Cognitive impairment; Computer science; 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":[0.007042333,0.0004609997,0.0005101086,0.002671512,0.0003871071,0.001362031,0.0006324379,0.0005899989,0.001811541],"category_scores_gemma":[0.02909547,0.0002255284,0.001438158,0.001267486,0.0005354574,0.0009555138,0.001284026,0.0005868462,0.0005416524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004833477,"about_ca_system_score_gemma":0.001041447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147245,"about_ca_topic_score_gemma":0.003941382,"domain_scores_codex":[0.9939785,0.001562062,0.0009243966,0.00073444,0.002622081,0.0001785578],"domain_scores_gemma":[0.9786814,0.008785912,0.00555009,0.001069949,0.005114841,0.0007978042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007020556,0.0006176663,0.8715209,0.0003225293,0.0004789828,0.00006831087,0.001140281,0.0005817795,0.001694281,0.0004621453,0.001664411,0.1207468],"study_design_scores_gemma":[0.0001082113,0.00156608,0.9883599,0.0002776135,0.0001807232,0.0003551992,0.0007410821,0.003212976,0.001087285,0.0004632404,0.003599081,0.00004846902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873175,0.0005590547,0.004372037,0.0001472263,0.00013599,0.0006760593,0.0006587613,0.0001066242,0.006026834],"genre_scores_gemma":[0.9863555,0.0003943933,0.01069423,0.0001215199,0.00004591696,0.0006002873,0.0009084144,0.00003063873,0.0008491395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007042333,"threshold_uncertainty_score":0.03724384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990897878062654,"score_gpt":0.4166782983938846,"score_spread":0.3667693196132581,"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."}}