{"id":"W7117259735","doi":"10.1002/alz70857_097196","title":"A Usability Study of MoCA Solo, a Digital AI‐Assisted Version of the MoCA Test","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Usability; Montreal Cognitive Assessment; Test (biology); Cognition; Cognitive computing; Cognitive impairment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01473306,0.0007773023,0.0009169028,0.001212464,0.0009587992,0.001504562,0.0008741436,0.0006930715,0.001698283],"category_scores_gemma":[0.03966844,0.000394325,0.001057285,0.0005707505,0.0007067585,0.001310163,0.001009069,0.0005531486,0.0003839618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421874,"about_ca_system_score_gemma":0.001678755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007843026,"about_ca_topic_score_gemma":0.01713109,"domain_scores_codex":[0.9934698,0.003483438,0.0006559351,0.000590963,0.001429854,0.0003699631],"domain_scores_gemma":[0.976252,0.01286251,0.001353713,0.001213949,0.006980577,0.00133725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01438509,0.03252466,0.4107051,0.004542896,0.0009254016,0.001947739,0.1362464,0.001290293,0.0157745,0.0006213821,0.01399776,0.3670389],"study_design_scores_gemma":[0.002987263,0.09089462,0.8076757,0.001110575,0.0007305389,0.001975139,0.05071582,0.01059211,0.005895301,0.0004282276,0.02642322,0.0005715211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971277,0.00011928,0.0006327846,0.00006792657,0.00003057244,0.0009795041,0.0001140471,0.00003067234,0.0008976202],"genre_scores_gemma":[0.9874591,0.0002393483,0.006810631,0.0002797777,0.00006301224,0.002725168,0.0005027834,0.00004600158,0.001874115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473306,"threshold_uncertainty_score":0.0779168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127896141652518,"score_gpt":0.3198034791175957,"score_spread":0.2985245177010705,"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."}}