{"id":"W7019724415","doi":"","title":"Improving Cognitive Assessment in the Context of Rural Dementia Diagnosis'","year":2024,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation; Consortium canadien en neurodégénérescence associée au vieillissement; University of Saskatchewan","keywords":"Cognition; Dementia; Neuropsychological assessment; Context (archaeology); Cognitive test; Cognitive Assessment System; Confirmatory factor analysis; Neuropsychology","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":[0.006694982,0.0002592102,0.0003414823,0.0009024058,0.001062547,0.001431278,0.0007191553,0.0006945477,0.001404254],"category_scores_gemma":[0.02786282,0.0001262691,0.000368847,0.000826885,0.0006356867,0.001214775,0.001818304,0.0009357927,0.0003173402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109874,"about_ca_system_score_gemma":0.004275577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027559,"about_ca_topic_score_gemma":0.02736258,"domain_scores_codex":[0.9969975,0.001822384,0.0002461319,0.0001968229,0.0004432669,0.0002939258],"domain_scores_gemma":[0.9930483,0.002774787,0.001786005,0.0003354833,0.001355388,0.000700081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003779124,0.0006849427,0.2572468,0.001367213,0.0001566677,0.001933973,0.01254986,0.0004427433,0.00156931,0.00175989,0.01876719,0.7031435],"study_design_scores_gemma":[0.0004072286,0.00265968,0.8831169,0.002684474,0.000341328,0.01024645,0.02050207,0.002461304,0.003263009,0.008815386,0.06527755,0.0002247279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9275102,0.01097567,0.008806829,0.03405318,0.0006416497,0.0004997597,0.0003846964,0.0002904021,0.01683767],"genre_scores_gemma":[0.9687627,0.003988693,0.02282508,0.002876839,0.0002760506,0.0001709098,0.0001466907,0.0000129382,0.0009401813],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01027559,"threshold_uncertainty_score":0.03540689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009204987017947615,"score_gpt":0.228745993064089,"score_spread":0.2195410060461414,"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."}}