{"id":"W2032065887","doi":"10.1007/s12207-011-9097-0","title":"The Detection of Feigned Psychiatric Disorders Using the MMPI-2-RF Overreporting Validity Scales: An Analog Investigation","year":2011,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychopathology; Psychology; Minnesota Multiphasic Personality Inventory; Clinical psychology; Psychiatry; Major depressive disorder; Malingering; Schizophrenia (object-oriented programming); Incremental validity; Test validity; Psychometrics; Personality; Mood","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":[0.001629924,0.0001345351,0.0002022096,0.00005009934,0.0005363497,0.00003248698,0.0001637764,0.0001420568,0.00004575772],"category_scores_gemma":[0.000283726,0.00006956618,0.00008374241,0.0003836093,0.001042049,0.0001331872,0.00004274945,0.0003639977,0.000002373522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001790217,"about_ca_system_score_gemma":0.00001487666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084846,"about_ca_topic_score_gemma":0.0001381011,"domain_scores_codex":[0.9982923,0.0003449685,0.0004940289,0.0003123547,0.0002950912,0.0002612056],"domain_scores_gemma":[0.9988324,0.0002311126,0.0002540371,0.0004693915,0.0000752409,0.000137819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006408643,0.002425716,0.4368149,0.0003502071,0.0003435105,0.00001836045,0.005027533,0.000004995394,0.1695861,0.05477245,0.0003532185,0.3238943],"study_design_scores_gemma":[0.0007910136,0.002957528,0.9259949,0.00004066613,0.0001313698,0.0001063058,0.001116685,0.0008203299,0.004410717,0.06301256,0.0004143352,0.0002036373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930517,0.000131317,0.001245457,0.000374873,0.0002068941,0.0004461224,0.000004031629,0.0000474824,0.004492135],"genre_scores_gemma":[0.9983951,0.00006872786,0.0009609264,0.0004197543,0.0001030235,0.00002030771,0.000003584091,0.0000114929,0.00001711958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4891799,"threshold_uncertainty_score":0.4125223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2224799943533086,"score_gpt":0.4042699838870562,"score_spread":0.1817899895337476,"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."}}