{"id":"W2145178606","doi":"10.1093/arclin/acp061","title":"Advanced Interpretation of the Neuropsychological Assessment Battery with Older Adults: Base Rate Analyses, Discrepancy Scores, and Interpreting Change","year":2009,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Mental Health & Substance Use Services; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Neurocognitive; Psychology; Neuropsychological assessment; Cognition; Neuropsychological test; Neuropsychology; Intellectual disability; Psychometrics; Borderline intellectual functioning; Test (biology); Standard score; Clinical psychology; Statistics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004425951,0.0001853282,0.0005802818,0.0001330694,0.0000423645,0.000008691763,0.0002255631,0.00005645333,0.00005103138],"category_scores_gemma":[0.0006774265,0.0001065764,0.0002108587,0.0002182788,0.0007661516,0.00008725341,0.0001242941,0.0005637076,0.000001280432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002517106,"about_ca_system_score_gemma":0.00003590513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005684294,"about_ca_topic_score_gemma":0.000002947958,"domain_scores_codex":[0.9968668,0.001156127,0.0008787217,0.0005812299,0.0002426212,0.0002744842],"domain_scores_gemma":[0.9977242,0.001168041,0.0004149082,0.0004558847,0.00008746499,0.0001494363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008451434,0.001333432,0.5807944,0.00007395131,0.00008262251,0.00008430221,0.0002762641,0.000001319143,0.009285353,0.00009176957,0.00002015504,0.399505],"study_design_scores_gemma":[0.004032463,0.006918448,0.9861153,0.0007492746,0.0001036718,0.00005961594,0.00009145481,0.001211017,0.0003540124,0.0002489191,0.00002441591,0.00009141583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879421,0.00009171779,0.002451116,0.004869186,0.0001462653,0.0007464173,0.000009160739,0.000019841,0.003724172],"genre_scores_gemma":[0.9925694,0.0003193698,0.00180469,0.005157796,0.0000547271,0.00002554838,0.00001139794,0.00001513221,0.0000419086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4053209,"threshold_uncertainty_score":0.434606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05107676322786249,"score_gpt":0.4524081442541339,"score_spread":0.4013313810262714,"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."}}