{"id":"W1520664433","doi":"10.1080/13803395.2015.1064864","title":"Clinical utility of the Neurobehavioral Symptom Inventory validity scales to screen for symptom exaggeration following traumatic brain injury","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Department of Veterans Affairs","keywords":"Psychology; Malingering; Predictive validity; Clinical psychology; Test validity; Personality Assessment Inventory; Psychometrics; Traumatic brain injury; Criterion validity; Psychiatry; Cutoff; Construct validity; Incremental validity; Personality; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003927635,0.0004792493,0.0003733005,0.001155994,0.0002834863,0.000646608,0.0005152785,0.0004973476,0.0006156411],"category_scores_gemma":[0.02129304,0.0002111315,0.0004056867,0.0004318824,0.0004499849,0.0004604858,0.0006650745,0.0007284477,0.0002196818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003504881,"about_ca_system_score_gemma":0.0004908529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533116,"about_ca_topic_score_gemma":0.003027143,"domain_scores_codex":[0.9979899,0.0009237086,0.0002668488,0.0001263318,0.0005631921,0.000130075],"domain_scores_gemma":[0.9921702,0.003047395,0.002496413,0.000291979,0.00150744,0.0004865931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001502791,0.0000958774,0.9910417,0.00001553147,0.00005508743,0.00003669652,0.00007433127,0.0001035552,0.0002332694,0.00001628751,0.0001632146,0.008014119],"study_design_scores_gemma":[0.00002372787,0.0003913705,0.9975539,0.00002316114,0.00002731111,0.000329849,0.0001565402,0.0009506481,0.0002243146,0.0000613851,0.0002491976,0.000008716077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977058,0.0004846621,0.0003417975,0.0001054909,0.00002655923,0.00004715448,0.0001180884,0.000006599712,0.001163871],"genre_scores_gemma":[0.9985362,0.0001519548,0.0007618455,0.00006095598,0.00002676783,0.00004769911,0.0002460019,0.000002162545,0.0001663009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003927635,"threshold_uncertainty_score":0.02077156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4120215653667916,"score_gpt":0.5445966425612594,"score_spread":0.1325750771944678,"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."}}