{"id":"W3198947420","doi":"10.22452/jummec.vol24no2.1","title":"A SHORT-TERM LONGITUDINAL STUDY ON MULTIDIMENSIONAL OUTCOMES FOLLOWING MILD TRAUMATIC BRAIN INJURY IN MULTI-ETHNIC MALAYSIA","year":2021,"lang":"en","type":"article","venue":"Journal of Health and Translational Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Neuropsychology; Medicine; Montreal Cognitive Assessment; Cognition; Ethnic group; Anxiety; Neuropsychological assessment; Physical therapy; Clinical psychology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009370981,0.0003964257,0.0003182598,0.0008739046,0.0008507335,0.0006943524,0.0003485527,0.0004520693,0.0007626136],"category_scores_gemma":[0.001366867,0.0003368719,0.0006297235,0.0007304237,0.0002073103,0.0008518444,0.0008586445,0.0006096802,0.0004140287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005393262,"about_ca_system_score_gemma":0.0007158871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787345,"about_ca_topic_score_gemma":0.02449348,"domain_scores_codex":[0.9996171,0.00008153572,0.00006502002,0.00007337343,0.00006367279,0.00009931469],"domain_scores_gemma":[0.9989007,0.00005039028,0.0003828739,0.00007831836,0.0002330603,0.0003546942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006317665,0.00007245741,0.9985744,0.000008001376,0.00003424333,0.0000633897,0.0002336499,0.00001289584,0.0001414903,0.000005222109,0.00003778409,0.0007533821],"study_design_scores_gemma":[0.00000287256,0.0002262904,0.9989654,0.000005880317,0.00002323229,0.0001295568,0.0004394439,0.00005608611,0.00003593388,0.000005879055,0.000104711,0.000004753844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992759,0.00007465552,0.00005552765,0.00002138376,0.000003756212,0.00001810446,0.0003891287,0.000001787339,0.0001597115],"genre_scores_gemma":[0.9984883,0.00008938396,0.0001417036,0.00003242271,0.000005929664,0.00003452539,0.0007659862,0.000001395603,0.0004402705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01787345,"threshold_uncertainty_score":0.03553879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3102060748330153,"score_gpt":0.4925555391324644,"score_spread":0.182349464299449,"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."}}