{"id":"W4323534405","doi":"10.1080/13854046.2023.2185686","title":"Virtuous victims: Disability claimants who over- and under-report","year":2023,"lang":"en","type":"article","venue":"The Clinical Neuropsychologist","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Plaintiff; Minnesota Multiphasic Personality Inventory; Psychology; Context (archaeology); Clinical psychology; Cognition; Test (biology); Psychiatry; Social psychology; Personality","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009282067,0.0003397337,0.0003821391,0.001503738,0.0009782461,0.001060158,0.0003368287,0.0005765961,0.002015268],"category_scores_gemma":[0.005544685,0.0002248451,0.0001914231,0.0005057669,0.0008022074,0.0009826153,0.001565066,0.0006572213,0.0002663298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618687,"about_ca_system_score_gemma":0.0001983504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067991,"about_ca_topic_score_gemma":0.001525125,"domain_scores_codex":[0.9993619,0.0001520364,0.00007761764,0.0001017553,0.0001385501,0.0001680705],"domain_scores_gemma":[0.9972001,0.0003447802,0.001810533,0.0001521572,0.0001768158,0.0003156598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001272035,0.0001236379,0.9904338,0.00001590705,0.00001673997,0.001015554,0.002406543,0.00001625465,0.0006719374,0.00007875849,0.00008537745,0.005008223],"study_design_scores_gemma":[0.000007504702,0.0003764638,0.9777796,0.0000383394,0.00003315727,0.009497149,0.01092586,0.0002028833,0.0004465678,0.00015999,0.0005177556,0.00001467856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996815,0.00006246765,0.00002748749,0.00002695778,0.000003566307,0.00000455875,0.00001221595,0.000001015208,0.0001802482],"genre_scores_gemma":[0.9997302,0.00004540789,0.00004510535,0.0000242876,0.000006236305,0.000004008389,0.00002541009,6.560348e-7,0.0001186706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9994234,"threshold_uncertainty_score":0.006741703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2711613116341292,"score_gpt":0.5163441220865345,"score_spread":0.2451828104524053,"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."}}