{"id":"W2004754335","doi":"10.1016/j.psychres.2011.12.043","title":"Utility of the MMPI-2-RF in detecting non-credible somatic complaints","year":2012,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"","keywords":"Malingering; Minnesota Multiphasic Personality Inventory; Clinical psychology; Psychiatry; Psychology; Somatic cell; Psychopathology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006972508,0.0001535567,0.0003954077,0.0004441531,0.0002457155,0.00002791086,0.0005946777,0.0001444695,0.0007681992],"category_scores_gemma":[0.001573553,0.0001078342,0.0001373914,0.001832959,0.0004873266,0.000138842,0.0003666277,0.001528153,0.0001984299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009278049,"about_ca_system_score_gemma":0.000503234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000409458,"about_ca_topic_score_gemma":0.0002094996,"domain_scores_codex":[0.995519,0.0006314637,0.0006101779,0.0002985494,0.001756273,0.001184526],"domain_scores_gemma":[0.9972875,0.0008362872,0.00008958755,0.001218404,0.0002657609,0.0003024858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002103682,0.0006875505,0.9882137,0.001010669,0.00004147735,0.000001251418,0.000875897,4.81959e-7,0.002537906,0.000239306,0.003143534,0.003037836],"study_design_scores_gemma":[0.001355957,0.0001496887,0.9911097,0.0005820932,0.00001340422,0.00004497547,0.00204513,0.001417933,0.00176318,0.001073128,0.0003526941,0.00009211247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652159,0.0003886345,0.00004833248,0.003089278,0.0005443986,0.001274543,0.000008035079,0.00002506729,0.02940581],"genre_scores_gemma":[0.9969025,0.000007498852,0.002203991,0.00006190593,0.0002993226,0.00006270027,0.000002482545,0.00003359703,0.0004260338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03168656,"threshold_uncertainty_score":0.8411243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2115028828794838,"score_gpt":0.452945832498991,"score_spread":0.2414429496195071,"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."}}