{"id":"W2887817517","doi":"10.1016/j.entcom.2018.08.002","title":"Cognitive screening of older adults using serious games: An empirical study","year":2018,"lang":"en","type":"article","venue":"Entertainment Computing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Cognition; Neurocognitive; Montreal Cognitive Assessment; Neuropsychology; Population; Psychology; Gerontology; Medicine; Effects of sleep deprivation on cognitive performance; Cognitive evaluation theory; Cognitive impairment; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002517636,0.000546132,0.0007232275,0.002021374,0.001098449,0.001581247,0.0006503732,0.00101784,0.001416764],"category_scores_gemma":[0.01599532,0.0004242371,0.000853913,0.001467568,0.0006202118,0.001205419,0.0009750452,0.000963562,0.0003109708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043233,"about_ca_system_score_gemma":0.001750717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107149,"about_ca_topic_score_gemma":0.03297557,"domain_scores_codex":[0.9985493,0.000506358,0.000284582,0.0001505067,0.0002927921,0.0002163922],"domain_scores_gemma":[0.9900658,0.004388357,0.00221099,0.0003262955,0.001804433,0.001204108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005050786,0.006349326,0.9708663,0.0002408675,0.0001490392,0.0002274196,0.004274118,0.00004798368,0.0001567475,0.00009391525,0.0002896951,0.01679954],"study_design_scores_gemma":[0.0001078627,0.003093459,0.9844077,0.0002063439,0.0002836014,0.0004041262,0.01014393,0.0003463905,0.0001500129,0.0001297886,0.0006978478,0.00002890346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991096,0.0001719978,0.00003348557,0.00002970612,0.000003966407,0.0000886916,0.00005991213,0.000001046582,0.0005016661],"genre_scores_gemma":[0.9987395,0.0004032846,0.0002434258,0.0001051558,0.000007938869,0.00008845328,0.000141696,0.00000100285,0.0002693805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107149,"threshold_uncertainty_score":0.04189771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344897819622516,"score_gpt":0.3939215897178415,"score_spread":0.3594318077555899,"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."}}