{"id":"W4318966151","doi":"10.1097/htr.0000000000000819","title":"Cognitive Performance, Depression, and Anxiety 1 Year After Traumatic Brain Injury","year":2022,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; University of Washington","keywords":"Anxiety; Traumatic brain injury; Depression (economics); Context (archaeology); Medicine; Rehabilitation; Repeatable Battery for the Assessment of Neuropsychological Status; Cognition; Psychology; Clinical psychology; Neuropsychology; Physical therapy; Psychiatry","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":[0.0007565767,0.0003635289,0.0002979144,0.0006225538,0.0004108515,0.0005560372,0.0003439998,0.0004942474,0.0009596632],"category_scores_gemma":[0.00333296,0.0002113414,0.000470819,0.0004991919,0.0002392202,0.0004166728,0.0005132616,0.0007420697,0.0001867541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312747,"about_ca_system_score_gemma":0.0003470762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008778802,"about_ca_topic_score_gemma":0.01741116,"domain_scores_codex":[0.9996165,0.00008814889,0.00004707276,0.00005824141,0.00009658143,0.00009350161],"domain_scores_gemma":[0.9983316,0.0001516258,0.0009730906,0.00005712469,0.0001737705,0.0003127795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001100433,0.000143643,0.998643,0.000008882811,0.00005897738,0.00002712099,0.00003664637,0.00002200952,0.00004944729,0.000002897188,0.000042482,0.0008549004],"study_design_scores_gemma":[0.000003292159,0.0001155998,0.9997465,0.000002139978,0.000009905533,0.00003670849,0.00003266014,0.0000261325,0.000009974981,0.000002403718,0.0000135992,0.000001165444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994124,0.0001327944,0.00001493769,0.00002679451,0.000003994653,0.0000124208,0.0002190838,0.00000148999,0.0001760666],"genre_scores_gemma":[0.9992731,0.0001034783,0.00004487359,0.00002504721,0.00001148038,0.00001314153,0.000382003,5.401938e-7,0.0001462423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008778802,"threshold_uncertainty_score":0.0174554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950645105621894,"score_gpt":0.3456977011232631,"score_spread":0.3161912500670441,"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."}}