{"id":"W4406585887","doi":"10.2196/preprints.71304","title":"Video Games and Gamification for Assessing Mild Cognitive Impairment: Scoping Review (Preprint)","year":2025,"lang":"en","type":"review","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Cognitive impairment; Psychology; Cognition; Computer science; Neuroscience; World Wide Web","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":[0.007576395,0.001180009,0.003274957,0.01096274,0.0005528614,0.003372903,0.001785967,0.002261321,0.007140753],"category_scores_gemma":[0.05117398,0.0006379337,0.004089899,0.009805047,0.0007327407,0.002684822,0.001537689,0.001376287,0.0008951349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500225,"about_ca_system_score_gemma":0.008665035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007891301,"about_ca_topic_score_gemma":0.01246542,"domain_scores_codex":[0.9957419,0.001287221,0.001642945,0.0003106607,0.0009087709,0.0001084131],"domain_scores_gemma":[0.9552286,0.03577594,0.003986947,0.0004917125,0.004284453,0.0002324387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002397775,0.0000625043,0.0007603142,0.568389,0.001718335,0.00008015935,0.0003579098,0.0002217006,0.0002312438,0.001251166,0.01332414,0.4133637],"study_design_scores_gemma":[0.00004432855,0.0001209489,0.00355073,0.9285378,0.005203739,0.0002401201,0.0003042799,0.0001491244,0.0002471651,0.0006572402,0.06091647,0.00002797897],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003775356,0.9977337,0.0001751715,0.0004193108,0.0002669513,0.0001858832,0.0001994148,0.000009630766,0.0006323421],"genre_scores_gemma":[0.003111542,0.9948739,0.0006729537,0.0003920276,0.0001815514,0.000356877,0.000190616,0.000007121901,0.0002133642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01096274,"threshold_uncertainty_score":0.04006827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13650968814884,"score_gpt":0.5302528982893224,"score_spread":0.3937432101404824,"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."}}