{"id":"W2765262622","doi":"10.1093/arclin/acx098","title":"Performance Validity, Neurocognitive Disorder, and Post-concussion Symptom Reporting in Service Members with a History of Mild Traumatic Brain Injury","year":2017,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malingering; Neurocognitive; Psychology; Neuropsychology; Post-concussion syndrome; Concussion; Traumatic brain injury; Neuropsychological assessment; Clinical psychology; Cognition; Psychiatry; Neuropsychological test; Medicine; Poison control; Injury prevention","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":[0.001179782,0.0004303496,0.0003654167,0.001155227,0.0005964735,0.0005900973,0.0005151756,0.0006674182,0.001351911],"category_scores_gemma":[0.009855206,0.0002677471,0.0003516707,0.0006766127,0.000548895,0.0004959955,0.0008720655,0.0005179237,0.0003937867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442072,"about_ca_system_score_gemma":0.0004905531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008236,"about_ca_topic_score_gemma":0.0133093,"domain_scores_codex":[0.999331,0.0001570879,0.00009310808,0.00009758424,0.000178062,0.0001431478],"domain_scores_gemma":[0.9957819,0.0006718038,0.002141217,0.0001518324,0.0005220165,0.0007311657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005115548,0.00003290993,0.9992004,0.000002941238,0.00001107048,0.00003235049,0.0001035301,0.00001398721,0.0000474039,0.000001985338,0.00003023861,0.0004721285],"study_design_scores_gemma":[0.000002873349,0.0001205474,0.9992598,0.000003452563,0.000004663995,0.0001612679,0.0003032021,0.00008792889,0.00002988448,0.000004947549,0.0000200383,0.000001523981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999856,0.00002447744,0.000006887632,0.00001310159,0.000002080187,0.000002670369,0.00003175943,5.96398e-7,0.00006244265],"genre_scores_gemma":[0.9997538,0.00001665887,0.00001767821,0.000008772818,0.000005385148,0.000004871125,0.0001516599,5.790424e-7,0.00004059753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008236,"threshold_uncertainty_score":0.02004737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2111845575159132,"score_gpt":0.4531694465764595,"score_spread":0.2419848890605462,"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."}}