{"id":"W7116997708","doi":"10.1002/alz70860_107653","title":"The Validity of Computerized Montreal Cognitive Assessment among Aging People Living with HIV","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Touchscreen; Cognition; Human immunodeficiency virus (HIV); Cognitive Assessment System; Psychometrics; Test validity; Cognitive impairment","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":[0.00809409,0.0003916269,0.0003716172,0.001544564,0.0004653321,0.001152401,0.0007111877,0.0005718357,0.0009001065],"category_scores_gemma":[0.03272583,0.0002534133,0.0008192585,0.0009977092,0.0005988608,0.0008949912,0.001074568,0.000442581,0.000181492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006526993,"about_ca_system_score_gemma":0.000773536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008957207,"about_ca_topic_score_gemma":0.01200248,"domain_scores_codex":[0.9949893,0.002044852,0.0005880216,0.0005767274,0.001607212,0.0001937407],"domain_scores_gemma":[0.9879241,0.006092509,0.002739421,0.0005751701,0.002325363,0.0003434432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003832954,0.0001624208,0.979455,0.00007973413,0.0001923056,0.00004308464,0.0006629883,0.0003542249,0.0002288508,0.00009776359,0.0002200031,0.01812037],"study_design_scores_gemma":[0.00003619295,0.0005988784,0.9944936,0.00009066579,0.00007325666,0.0001862109,0.0006209014,0.00299511,0.0003238974,0.0001500225,0.0004150161,0.00001628512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967446,0.0003996578,0.0006721734,0.00005706016,0.00002710764,0.0001382013,0.0002574781,0.00001234311,0.001691299],"genre_scores_gemma":[0.9984705,0.00009555715,0.0009364794,0.0000274389,0.00001186148,0.00009089814,0.0002282829,0.000002499803,0.0001363987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008957207,"threshold_uncertainty_score":0.04280615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898339625991509,"score_gpt":0.3160187480640295,"score_spread":0.2970353518041144,"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."}}