{"id":"W2346601483","doi":"10.1080/13803395.2016.1161732","title":"The Mild Brain Injury Atypical Symptoms (mBIAS) scale in a mixed clinical sample","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Minnesota Multiphasic Personality Inventory; Psychology; Malingering; Neuropsychology; Clinical psychology; Psychometrics; Psychiatry; Cutoff; Traumatic brain injury; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004096578,0.0001810658,0.0008978184,0.0001171185,0.00008521346,0.00002615921,0.0003379702,0.0002841002,0.0001869111],"category_scores_gemma":[0.00494945,0.0000903184,0.0004020608,0.0001654514,0.001670303,0.0001014708,0.0001607199,0.001097396,0.00005016603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000228436,"about_ca_system_score_gemma":0.0001140863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004230207,"about_ca_topic_score_gemma":0.000006569469,"domain_scores_codex":[0.9946886,0.001449053,0.002600253,0.0003909762,0.0004302902,0.0004408173],"domain_scores_gemma":[0.9903843,0.008125314,0.0004280192,0.0004074115,0.0001037585,0.0005511575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02427475,0.002289724,0.7052295,0.00000942802,0.0001329982,0.0001899573,0.00007991847,2.775385e-8,0.008334177,0.0004757124,0.01613957,0.2428443],"study_design_scores_gemma":[0.01104962,0.009104471,0.9543939,0.0001391493,0.00002111806,0.0007593125,0.0001350958,0.00001035918,0.0007632611,0.001016722,0.02248847,0.0001185124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643864,0.0003713704,0.0000759422,0.03284392,0.001794564,0.0002369974,0.000006372536,0.00001200983,0.0002724376],"genre_scores_gemma":[0.9934937,0.0004865249,0.0009262677,0.003922224,0.0009084109,0.000007849985,5.283484e-7,0.00002737458,0.0002271608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491645,"threshold_uncertainty_score":0.61543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462281228062171,"score_gpt":0.5014003427717906,"score_spread":0.3551722199655735,"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."}}