{"id":"W2062714458","doi":"10.1080/09084281003715642","title":"Symptom Exaggeration in Post-Secondary Students: Preliminary Base Rates in a Canadian Sample","year":2010,"lang":"en","type":"article","venue":"Applied Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Exaggeration; Psychology; Sample (material); Test (biology); Clinical psychology; Standardized test; Psychiatry; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002560623,0.0006698741,0.0006297919,0.004847935,0.004045452,0.002001297,0.001807467,0.0005963541,0.002805464],"category_scores_gemma":[0.00724449,0.0004695627,0.0006884069,0.004467487,0.00152778,0.0004728136,0.001466625,0.0007835313,0.0005153843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181878,"about_ca_system_score_gemma":0.01449168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97521,"about_ca_topic_score_gemma":0.9779243,"domain_scores_codex":[0.99699,0.0002050366,0.0001564784,0.0003378779,0.001623199,0.000687395],"domain_scores_gemma":[0.9936771,0.0003610151,0.0008265019,0.0003180967,0.003776294,0.001041121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508789,0.00007229347,0.9881621,0.00003828227,0.00002662327,0.0001629673,0.002470698,0.00003750858,0.0003376844,0.0000828663,0.0005650304,0.007893114],"study_design_scores_gemma":[0.000008838862,0.0001025041,0.9960465,0.00001949304,0.00002262399,0.0002145892,0.002467437,0.0001598294,0.000199702,0.00001783865,0.0007271503,0.00001337804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956255,0.0002244866,0.0001379664,0.0001268164,0.00001125865,0.0001195012,0.001353937,0.00001266366,0.002387873],"genre_scores_gemma":[0.997799,0.0003580428,0.0001781356,0.00007588253,0.000006602067,0.00003225709,0.0008496222,0.000007795608,0.0006926057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02479005,"threshold_uncertainty_score":0.08575165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840438602639447,"score_gpt":0.3565755033025489,"score_spread":0.3281711172761544,"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."}}