{"id":"W4386479263","doi":"10.56042/jsir.v82i9.3551","title":"Design and Implementation of Cognitive Assessment Tool for Working Memory and Attention based on PGI Memory Scale","year":2023,"lang":"en","type":"article","venue":"Journal of Scientific & Industrial Research","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Correlation; Working memory; Psychology; Usability; Cognitive Assessment System; Scale (ratio); Cognitive impairment; Audiology; Medicine; Psychiatry; Computer science; Mathematics; Cartography","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":[0.01547364,0.00009706191,0.0002185076,0.001327385,0.0004590242,0.0001768868,0.0001082531,0.000114079,0.00031745],"category_scores_gemma":[0.0006396298,0.0000855359,0.00008130312,0.0009957225,0.0003661439,0.0001485374,0.00005636968,0.0004953048,0.000008605043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000936076,"about_ca_system_score_gemma":0.0005024285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002015168,"about_ca_topic_score_gemma":0.00000805957,"domain_scores_codex":[0.9972084,0.0007382043,0.000502105,0.0003101651,0.0008823239,0.0003587745],"domain_scores_gemma":[0.9954779,0.002926686,0.0002881861,0.00012341,0.001063767,0.0001200439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002398409,0.0002864607,0.006159065,0.00003255385,0.0001290858,0.00002441445,0.001133089,0.00004322753,0.02590207,0.000100783,0.01851785,0.945273],"study_design_scores_gemma":[0.07093272,0.01766873,0.6192049,0.003791783,0.0008205253,0.0001027504,0.2071701,0.006640872,0.06078997,0.002934023,0.008910658,0.001033005],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905294,0.00003896297,0.005237504,0.0004611737,0.001875314,0.001159872,0.00003490633,0.000007927481,0.000654894],"genre_scores_gemma":[0.9972287,0.000009764984,0.0003142825,0.00001658218,0.0003824186,0.00007109112,0.00002224265,0.00001405361,0.001940839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.94424,"threshold_uncertainty_score":0.5362886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3156351173598572,"score_gpt":0.4951429840419598,"score_spread":0.1795078666821027,"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."}}