{"id":"W4375853349","doi":"10.1080/23279095.2023.2208699","title":"Base rates of low neuropsychological test scores in older adults with subjective cognitive impairment: Findings from a tertiary memory clinic","year":2023,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Ministry of Health, Saskatchewan; Saskatchewan Health Research Foundation; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Memory span; California Verbal Learning Test; Memory impairment; Neuropsychology; Neuropsychological test; Psychology; Audiology; Population; Cognition; Episodic memory; Wechsler Adult Intelligence Scale; Verbal learning; Clinical psychology; Medicine; Psychiatry; Working memory","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003972286,0.0004509198,0.0007010494,0.0006696479,0.00009061125,0.00001836283,0.0002707378,0.0002413264,0.000950183],"category_scores_gemma":[0.0005287348,0.0003569299,0.0001419681,0.001501981,0.0009109676,0.00009729648,0.0001538595,0.0009612585,0.0008075032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002702612,"about_ca_system_score_gemma":0.00008740583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005141481,"about_ca_topic_score_gemma":0.00002826776,"domain_scores_codex":[0.9962491,0.0002913008,0.0007151433,0.001354492,0.0005348845,0.0008550488],"domain_scores_gemma":[0.9970031,0.001743393,0.0001959137,0.0004707363,0.0003216451,0.0002652112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01783906,0.003856592,0.9508901,0.0001448915,0.0001409032,0.0028698,0.001440787,7.642149e-7,0.01922152,0.000008338886,0.0006080965,0.002979173],"study_design_scores_gemma":[0.02070703,0.00337677,0.9567186,0.000660053,0.0001028441,0.00009523748,0.002008771,0.00004853654,0.01583701,0.0001426551,0.000001797254,0.0003007115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917945,0.00002960752,0.00002917653,0.0009176091,0.0001299975,0.002539544,0.0001146575,0.0001832952,0.004261599],"genre_scores_gemma":[0.9943684,0.0001718568,0.00005890742,0.004102275,0.00008106915,0.0006158191,0.0002632873,0.00008309177,0.000255254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00582851,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146512858265207,"score_gpt":0.3153460324917474,"score_spread":0.3006947466652267,"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."}}