{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057161,0.0001957516,0.0002120344,0.0001929374,0.00007345919,0.0004329595,0.0006136906,0.00005194101,0.00003784663],"category_scores_gemma":[0.00007319148,0.0001906109,0.0001159719,0.0007066669,0.0001039656,0.00204334,0.0006781352,0.000151228,0.00002923888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008582142,"about_ca_system_score_gemma":0.0001269164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004655272,"about_ca_topic_score_gemma":0.00001277491,"domain_scores_codex":[0.9978942,0.0000573389,0.0004858105,0.0007144167,0.0004243008,0.0004239714],"domain_scores_gemma":[0.9991651,0.0002011773,0.00009482622,0.0003361402,0.0001247835,0.00007794416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003349128,0.0003630133,0.01651771,0.00004733743,0.002859732,0.00005445758,0.004426122,0.000006635442,0.002560062,0.001722918,0.0001498963,0.9712586],"study_design_scores_gemma":[0.006319564,0.002600844,0.4430741,0.002491396,0.008116277,0.00007033491,0.002459987,0.2870452,0.2114977,0.01726283,0.01523799,0.003823782],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5544627,0.01593677,0.4175281,0.0004584338,0.001068348,0.001755637,0.0001070703,0.000521352,0.008161683],"genre_scores_gemma":[0.9949473,0.000009466061,0.004774009,0.0001467958,0.00002949637,0.00006084278,0.000009804907,0.0000101188,0.00001218929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9674348,"threshold_uncertainty_score":0.7772886,"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."}}