{"id":"W4410377784","doi":"10.25259/oa03_8810","title":"Measuring cognitive performance in older adults through completion time and accuracy in brain games","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Sciences","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Anxiety; Depression (economics); Logistic regression; Marital status; Psychology; Affect (linguistics); Beck Depression Inventory; Effects of sleep deprivation on cognitive performance; Medicine; Clinical psychology; Psychiatry; Cognitive impairment; Population; Internal medicine","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":[0.001710613,0.00005975622,0.000150544,0.0003188858,0.00007016453,0.00003915681,0.0001729872,0.00002003187,0.00009155253],"category_scores_gemma":[0.0005527575,0.00005159168,0.00002079183,0.0002374324,0.0001574584,0.0003569693,0.00004219351,0.0001662093,0.000004339981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008212368,"about_ca_system_score_gemma":0.0001719608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004769031,"about_ca_topic_score_gemma":0.000182476,"domain_scores_codex":[0.9987956,0.00014913,0.0004831445,0.0001447818,0.0002619659,0.0001654108],"domain_scores_gemma":[0.99819,0.001253563,0.0002771396,0.00002349624,0.0002341783,0.00002163623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001760299,0.0001523875,0.723604,0.00003698714,0.00001698937,0.00001741314,0.01003608,0.00003884067,0.00001116507,0.0009895517,0.0001311819,0.2647894],"study_design_scores_gemma":[0.001247024,0.0001468673,0.9896507,0.002397743,0.00000117045,0.00005879451,0.004816767,0.0007455703,0.00001929168,0.0007091556,0.000159347,0.00004761251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987044,0.001455175,0.0001557829,0.007138293,0.0004413148,0.0001121013,0.000003582885,0.000003500392,0.003646265],"genre_scores_gemma":[0.9980934,0.0001183296,0.0001342865,0.001540889,0.00004618277,0.00000354898,7.741631e-7,0.00000182031,0.00006082082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660467,"threshold_uncertainty_score":0.2103848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894358563194179,"score_gpt":0.4040413829691492,"score_spread":0.3350977973372074,"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."}}