{"id":"W1995717419","doi":"10.1207/s15324826an1203_4","title":"Revised Neurobehavioral Scales of the MMPI: Sensitivity and Specificity in Traumatic Brain Injury","year":2005,"lang":"en","type":"article","venue":"Applied Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Minnesota Multiphasic Personality Inventory; Psychology; Clinical psychology; Traumatic brain injury; Cognition; Glasgow Coma Scale; Discriminant function analysis; Psychiatry; Personality; Statistics","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":[0.0006838278,0.0001840255,0.0004715926,0.0001750184,0.00004816617,0.000009965749,0.0001513942,0.0001227147,0.00007245422],"category_scores_gemma":[0.000171589,0.000140709,0.00007158297,0.0004500384,0.000573111,0.00003668364,0.0001044732,0.0006286985,0.00002944368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000286162,"about_ca_system_score_gemma":0.00002984532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001237638,"about_ca_topic_score_gemma":0.00007726246,"domain_scores_codex":[0.9980204,0.0004098747,0.0004962569,0.0004422799,0.000280794,0.0003503716],"domain_scores_gemma":[0.9986276,0.0004170481,0.0001201146,0.0006955959,0.00003362251,0.0001060094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001237087,0.001139468,0.08340829,0.0002147147,0.00002019397,0.00008699659,0.0006932894,0.000009712468,0.7246002,0.00397832,0.00181969,0.1827921],"study_design_scores_gemma":[0.001649196,0.0001988994,0.989823,0.00004236903,0.00001959291,0.0001782678,0.00006930116,0.0001074331,0.007152891,0.0001397996,0.0005098295,0.0001094553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865401,0.00002333987,0.00003821263,0.009859309,0.00007746508,0.0009028285,0.00001002444,0.00003660987,0.002512094],"genre_scores_gemma":[0.996868,0.00001984357,0.0005428122,0.002370942,0.00007827357,0.00002487457,0.000002231473,0.0000330339,0.00005999654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9064147,"threshold_uncertainty_score":0.5737946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0761085874883767,"score_gpt":0.3656480833303377,"score_spread":0.2895394958419609,"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."}}