{"id":"W2001531619","doi":"10.1016/j.janxdis.2006.03.016","title":"Detection and management of malingering in people presenting for treatment of posttraumatic stress disorder: Methods, obstacles, and recommendations","year":2006,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; University of British Columbia","funders":"","keywords":"Malingering; Psychology; Posttraumatic stress; Psychiatry; Clinical psychology; Incentive","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":[0.0004680833,0.0001448809,0.0004051066,0.0002906897,0.00006388008,0.00002061853,0.0001075715,0.00006361167,0.00002628345],"category_scores_gemma":[0.00003345052,0.0001343462,0.0001115285,0.0002455051,0.00007621498,0.0001262839,0.00003497068,0.00007011935,1.242134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480678,"about_ca_system_score_gemma":0.00001413549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558866,"about_ca_topic_score_gemma":0.002781358,"domain_scores_codex":[0.9984681,0.0001554481,0.0007910478,0.0001747447,0.0001652713,0.0002453653],"domain_scores_gemma":[0.9988377,0.0003728711,0.0005108499,0.0001575709,0.00007553622,0.00004548764],"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":[0.0003054429,0.002023378,0.3385252,0.00130552,0.0004762978,0.000001890233,0.006259392,0.0005347584,0.001052699,0.0009770088,0.00003174305,0.6485067],"study_design_scores_gemma":[0.007393762,0.001210751,0.9424501,0.000519051,0.000266119,0.00003447653,0.03757812,0.002085869,0.002312447,0.004355627,0.001519326,0.0002743316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842265,0.005322372,0.008800073,0.0003484272,0.0001104288,0.0006771786,0.00002692141,0.000005697234,0.0004823568],"genre_scores_gemma":[0.9798244,0.006947022,0.01307799,0.000002384675,0.00001495265,0.00005197298,0.00000695818,0.00002119353,0.00005318585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6482323,"threshold_uncertainty_score":0.5478479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838558108206162,"score_gpt":0.3861211427873397,"score_spread":0.347735561705278,"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."}}