{"id":"W4379375861","doi":"10.1080/23279095.2023.2219003","title":"Questionable utility of the Montreal Cognitive Assessment (MoCA) in detecting cognitive impairment in individuals with comorbid PTSD and SUD","year":2023,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Repeatable Battery for the Assessment of Neuropsychological Status; Receiver operating characteristic; Psychiatry; Psychology; Clinical psychology; Cognition; Substance abuse; Neuropsychology; Comorbidity; Medicine; Internal medicine; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000899977,0.0001810647,0.0003865871,0.0002815647,0.00007072402,0.000009249346,0.0001179617,0.0001197542,0.00004233615],"category_scores_gemma":[0.0003906908,0.000132833,0.00003004079,0.0009785704,0.0004946612,0.00003694974,0.0001334666,0.0007453929,0.00001224739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003531162,"about_ca_system_score_gemma":0.0001170902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073684,"about_ca_topic_score_gemma":0.0006445564,"domain_scores_codex":[0.9979158,0.000366859,0.0004075063,0.0005041427,0.0003830456,0.0004226275],"domain_scores_gemma":[0.9980251,0.001370482,0.0001355478,0.0002517326,0.0001327493,0.00008444156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180038,0.0006003894,0.9811801,0.000115283,0.00007788245,0.0001193711,0.002047095,0.000003366115,0.001081102,0.000256678,0.00008781715,0.01325088],"study_design_scores_gemma":[0.007533492,0.0005767185,0.9859747,0.0002914523,0.00003911912,0.00008503294,0.003590631,0.0002457004,0.001000393,0.0005588669,0.00000245199,0.0001014242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889566,0.00000946708,0.00002861646,0.001336587,0.00004073423,0.001828705,0.00004528576,0.00004696472,0.007707071],"genre_scores_gemma":[0.9987405,0.00002528876,0.0001281167,0.0006421325,0.00001485991,0.0003583628,0.00002244156,0.00002621422,0.000042084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314945,"threshold_uncertainty_score":0.5416771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905011924411658,"score_gpt":0.3561919719059447,"score_spread":0.3171418526618281,"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."}}