{"id":"W2082894287","doi":"10.1007/s12207-012-9137-4","title":"The More You Say the Less It Means: Overreporting and Attenuated Criterion Validity in a Forensic Disability Sample","year":2012,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Minnesota Multiphasic Personality Inventory; Beck Depression Inventory; Clinical psychology; Legal psychology; Scale (ratio); Personality Assessment Inventory; Personality; Social psychology; Psychiatry; Anxiety","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":[0.002999841,0.0001525219,0.0002670562,0.00001423671,0.0003376345,0.000064941,0.0001172716,0.0001321085,0.00007760242],"category_scores_gemma":[0.001433098,0.00007182446,0.00005774004,0.0001781605,0.001502918,0.0001223708,0.0001149689,0.0005230093,0.000003670867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306481,"about_ca_system_score_gemma":0.00000573925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254137,"about_ca_topic_score_gemma":0.0001217166,"domain_scores_codex":[0.9981182,0.0003736007,0.0004406689,0.0003179172,0.0002813482,0.0004682959],"domain_scores_gemma":[0.9977877,0.001441913,0.00008874977,0.000468811,0.00004311786,0.0001697779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001437061,0.000791057,0.8696559,0.0001131264,0.00004967367,0.00001373798,0.002348498,1.925808e-7,0.0009607281,0.01157214,0.002568966,0.1104889],"study_design_scores_gemma":[0.0005575813,0.0003285907,0.9836417,0.00005713735,0.00002867803,0.0001007711,0.001475673,0.0001057108,0.00008969678,0.00540794,0.008090734,0.0001157324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767464,0.0002443091,0.00005449802,0.02023271,0.0001486174,0.0005428928,0.00002101496,0.00003498587,0.001974506],"genre_scores_gemma":[0.9968609,0.00006508751,0.0002344513,0.002556245,0.0001483852,0.0000626492,0.00001068786,0.00000976737,0.00005185923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1139858,"threshold_uncertainty_score":0.5537563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2335120523108623,"score_gpt":0.446577890940205,"score_spread":0.2130658386293427,"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."}}