{"id":"W2127011807","doi":"10.1080/13803395.2011.648175","title":"Influence of poor effort on neuropsychological test performance in U.S. military personnel following mild traumatic brain injury","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Traumatic brain injury; Neuropsychology; Neurocognitive; Psychology; Neuropsychological test; Neuropsychological assessment; Poison control; Injury prevention; Physical therapy; Psychiatry; Medicine; Clinical psychology; Cognition; Medical emergency","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":[0.002025228,0.000226795,0.000995315,0.0002777138,0.00004878504,0.000005136388,0.0002461865,0.0002071505,0.0000650467],"category_scores_gemma":[0.001564547,0.0001645751,0.0003263374,0.0002617928,0.000526163,0.0002383525,0.0000674575,0.001203758,0.00002018464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001974114,"about_ca_system_score_gemma":0.00004020818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004898004,"about_ca_topic_score_gemma":3.174025e-7,"domain_scores_codex":[0.9965043,0.0003699666,0.001881079,0.0002978652,0.0004858244,0.0004609512],"domain_scores_gemma":[0.9975485,0.001327818,0.0003326279,0.0002861819,0.00005768997,0.0004471723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006164694,0.005103439,0.9548484,0.00008343969,0.00006596963,0.000216163,0.0009470551,0.00001480941,0.0278269,0.00002217296,0.0004397937,0.004267171],"study_design_scores_gemma":[0.004919286,0.01369744,0.9777972,0.0002765577,0.00002609717,0.0008322909,0.0004643816,0.00006190624,0.001608258,0.00001300732,0.0001789467,0.0001246965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961663,0.0005628249,0.000001316961,0.001802016,0.0005709441,0.0002806842,0.000002984099,0.0000104233,0.0006024682],"genre_scores_gemma":[0.9948009,0.0001591235,0.0004926065,0.004208886,0.0002734206,0.000006995267,8.761954e-7,0.00002663789,0.00003054223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621865,"threshold_uncertainty_score":0.6711179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323853909679551,"score_gpt":0.4578274148067823,"score_spread":0.3254420238388271,"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."}}