{"id":"W2013005740","doi":"10.1177/1073191110385316","title":"Advanced Clinical Interpretation of the WAIS-IV and WMS-IV: Prevalence of Low Scores Varies by Level of Intelligence and Years of Education","year":2010,"lang":"en","type":"article","venue":"Assessment","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Wechsler Adult Intelligence Scale; Psychology; Cognition; Clinical psychology; Wechsler Preschool and Primary Scale of Intelligence; Intelligence quotient; Psychometrics; Wechsler Intelligence Scale for Children; 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":[0.0006404068,0.00005661524,0.0002254751,0.00004498387,0.00001097676,0.000003476565,0.0001136873,0.00005121693,0.00003422742],"category_scores_gemma":[0.0007143067,0.00004249881,0.0000339883,0.00009429693,0.000582519,0.00007002959,0.00007263568,0.0001746742,1.788714e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001018159,"about_ca_system_score_gemma":0.0003059824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005589609,"about_ca_topic_score_gemma":0.00001844345,"domain_scores_codex":[0.9989483,0.00008126935,0.0004764745,0.0001333797,0.0002892408,0.00007131958],"domain_scores_gemma":[0.9986074,0.0005740353,0.0002771094,0.0002823435,0.0002187801,0.00004034921],"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":[0.0002503457,0.0006737876,0.4292408,0.002735398,0.00007368601,1.350116e-7,0.001863161,0.000004152126,0.09564341,0.002759391,0.0001976302,0.4665581],"study_design_scores_gemma":[0.0002807513,0.0004509287,0.9566767,0.0006789246,0.00004479454,0.000002705701,0.000583148,0.001036944,0.03942941,0.0007657944,0.00001456924,0.00003531456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961384,0.0001502247,0.002747194,0.0002176385,0.0001363038,0.0003893493,0.0000351302,0.000002295445,0.0001834573],"genre_scores_gemma":[0.9907352,0.0002062961,0.008877763,0.00001869355,0.000009259915,0.00001261408,0.000002861452,0.000005545788,0.0001317457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5274359,"threshold_uncertainty_score":0.2146316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09587797712143564,"score_gpt":0.4606387569341003,"score_spread":0.3647607798126647,"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."}}