{"id":"W4416136317","doi":"10.1109/ipta66025.2025.11222054","title":"Cognitive Task Virtualization for Alzheimer's Diagnosis Using Realistic VR Simulation","year":2025,"lang":"en","type":"article","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Virtual reality; Task (project management); Affect (linguistics); Cognitive Assessment System; Cognitive load; Test (biology); Cognitive model; Quality (philosophy)","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":[0.0007042154,0.0007598002,0.0004190195,0.0004273535,0.0002088554,0.001039411,0.0008551585,0.0006223136,0.003037754],"category_scores_gemma":[0.003379422,0.0002664461,0.00080877,0.0001871459,0.0002248426,0.0005379646,0.0008691355,0.0006002537,0.0005568319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337487,"about_ca_system_score_gemma":0.001014917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004967936,"about_ca_topic_score_gemma":0.003898796,"domain_scores_codex":[0.9996657,0.0001536213,0.00002895022,0.0000377675,0.00006808797,0.00004589788],"domain_scores_gemma":[0.9992427,0.000432172,0.00004725383,0.00009013407,0.0001085272,0.00007918957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005404999,0.004297631,0.02398877,0.001325966,0.0005498683,0.001936829,0.002804156,0.5074326,0.05956473,0.008587818,0.01203357,0.3720731],"study_design_scores_gemma":[0.0007115595,0.002143472,0.01367232,0.000198969,0.0002832932,0.001170034,0.0004537678,0.9481175,0.01397668,0.007747553,0.01131186,0.0002129508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6173788,0.001210648,0.3628534,0.000955077,0.0003268686,0.001119083,0.00114326,0.003322875,0.01168987],"genre_scores_gemma":[0.9031553,0.000557999,0.09342648,0.0001169977,0.00003839368,0.0005975457,0.0006306473,0.00008608159,0.001390512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004967936,"threshold_uncertainty_score":0.01016229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0794660619205236,"score_gpt":0.4415654774388691,"score_spread":0.3620994155183456,"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."}}