{"id":"W4386174495","doi":"10.22259/2638-5201.0201011","title":"Pseudodiagnoses of Malingering of Neuropsychological Symptoms in Survivors of Car Accidents by the Structured Inventory of Malingered Symptomatology","year":2019,"lang":"en","type":"article","venue":"Archives of Psychiatry and Behavioral Sciences","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Malingering; Neuropsychology; Psychology; Clinical psychology; Psychiatry; Cognition","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":[0.001073431,0.0002667621,0.0002425233,0.001566373,0.0002988757,0.0003866711,0.0003512799,0.0002658445,0.001229517],"category_scores_gemma":[0.007076874,0.0001722697,0.0002570072,0.0006609159,0.0004896935,0.0005170526,0.0009797441,0.0003424961,0.0002544583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343945,"about_ca_system_score_gemma":0.0003432542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508916,"about_ca_topic_score_gemma":0.002797816,"domain_scores_codex":[0.9993379,0.0002059214,0.0001392333,0.0000715861,0.0001490815,0.00009634249],"domain_scores_gemma":[0.9959791,0.001055609,0.001969121,0.0002579495,0.0004831625,0.000255136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003893521,0.000009358693,0.9978162,0.000008633916,0.000007347207,0.0001221996,0.0004863312,0.00001480329,0.0001711954,0.00001033535,0.00003687408,0.001277747],"study_design_scores_gemma":[0.000002685754,0.0001181492,0.996242,0.00001092406,0.000008071856,0.001787552,0.001462866,0.0001292607,0.0001161482,0.00002978351,0.00008823285,0.000004223125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996408,0.00006477813,0.00006673054,0.00001029334,0.000002255104,0.00001078251,0.00006577164,0.000001664771,0.0001369762],"genre_scores_gemma":[0.9996758,0.00003427067,0.00009653254,0.000006052451,0.000002417548,0.00000995208,0.0001421624,5.235989e-7,0.00003239605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566373,"threshold_uncertainty_score":0.005676925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843580656693634,"score_gpt":0.3498998746635208,"score_spread":0.3214640680965845,"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."}}