{"id":"W2171721345","doi":"10.1080/13803395.2014.967661","title":"Measurement equivalence of neuropsychological tests across education levels in older adults","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Measurement invariance; Verbal fluency test; Equivalence (formal languages); Confirmatory factor analysis; Developmental psychology; Cognition; Neuropsychology; Neuropsychological test; Psychometrics; Clinical psychology; Structural equation modeling; Audiology; Statistics; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876744,0.0001331827,0.000550584,0.000106007,0.00002695163,0.00001060442,0.0001458778,0.0001064676,0.0001180598],"category_scores_gemma":[0.0009569415,0.00009669791,0.0001616135,0.0001458596,0.0003820046,0.00008923297,0.00007263646,0.0004931351,0.000007902046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001210105,"about_ca_system_score_gemma":0.00007548045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004008133,"about_ca_topic_score_gemma":8.979784e-7,"domain_scores_codex":[0.9971914,0.0005028521,0.001245274,0.0002986641,0.0005005391,0.0002613291],"domain_scores_gemma":[0.9986731,0.0001681874,0.0003889199,0.0001711252,0.0003420002,0.000256653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005032377,0.00804277,0.7926561,0.00006337159,0.00003301779,0.000102171,0.0002802343,2.96187e-7,0.051428,0.0000408745,0.0003056234,0.1420152],"study_design_scores_gemma":[0.007184889,0.007426497,0.9798798,0.0003053582,0.00001521341,0.0005189725,0.000290289,0.00001189935,0.003784601,0.00007532859,0.0004328688,0.00007430124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957953,0.0005684243,0.0000672966,0.00101983,0.0007575965,0.0002272299,0.000001023239,0.000004653611,0.001558644],"genre_scores_gemma":[0.9973599,0.0001386636,0.0002184883,0.001967185,0.0002503327,0.00000624733,4.553884e-7,0.00001111338,0.00004756298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872237,"threshold_uncertainty_score":0.3943226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09894993061056018,"score_gpt":0.4912577550634156,"score_spread":0.3923078244528554,"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."}}