{"id":"W4406224956","doi":"10.1002/alz.086424","title":"Improvements in Usability of MoCA XpressO, a Self‐administered Digital Cognitive Pre‐screening Tool","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Montreal Cognitive Assessment; Cognition; Computer science; Medicine; Cognitive impairment; Psychology; Human–computer interaction; 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":[0.006378467,0.0003512755,0.0003593296,0.0006563187,0.0002534263,0.0008184321,0.0005083469,0.0003531003,0.0013522],"category_scores_gemma":[0.02443919,0.0001992905,0.0006032858,0.0002501307,0.0003059151,0.0005466974,0.0005555056,0.0003310886,0.0002012823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007582718,"about_ca_system_score_gemma":0.0009425405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009370061,"about_ca_topic_score_gemma":0.01550756,"domain_scores_codex":[0.9965422,0.00150548,0.0003349418,0.0002459744,0.001136664,0.000234811],"domain_scores_gemma":[0.9865513,0.007791318,0.001046873,0.0006071057,0.003565617,0.000437765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001147974,0.001409501,0.6220136,0.001704469,0.0002668044,0.0005695109,0.04537383,0.0005407748,0.01215293,0.0001346874,0.004582413,0.3101035],"study_design_scores_gemma":[0.00006413564,0.002923125,0.9759823,0.0002883937,0.0001304373,0.0003822232,0.009870796,0.001626521,0.003054061,0.00007765632,0.005531291,0.00006900609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972085,0.000151921,0.0007850326,0.00007720157,0.000009690466,0.0002736848,0.0001735219,0.00006704518,0.001253372],"genre_scores_gemma":[0.9940715,0.0001521377,0.004193015,0.00006199756,0.000007211936,0.000247403,0.0001804271,0.00001395489,0.001072243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009370061,"threshold_uncertainty_score":0.03373301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03390030336909209,"score_gpt":0.2888041332126121,"score_spread":0.25490382984352,"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."}}