{"id":"W4387823140","doi":"10.1097/htr.0000000000000912","title":"The Relationship of Health Literacy to Health Outcomes Among Individuals With Traumatic Brain Injury: A Traumatic Brain Injury Model Systems Study","year":2023,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada); Bell (Canada)","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; National Center for Advancing Translational Sciences; National Institute on Minority Health and Health Disparities; Administration for Community Living; National Institute on Aging; U.S. Department of Health and Human Services; National Institutes of Health; Australian Government","keywords":"Mental health; Health literacy; Medicine; Patient Health Questionnaire; Mental health literacy; Anxiety; Psychiatry; Depression (economics); Traumatic brain injury; Rehabilitation; Generalized anxiety disorder; Poison control; Odds ratio; Clinical psychology; Physical therapy; Health care; Mental illness; Environmental health","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":[0.001748521,0.0003580069,0.0003698016,0.001062517,0.0007797434,0.0008556372,0.0007294894,0.0005550446,0.001636397],"category_scores_gemma":[0.00453888,0.0004554935,0.000930172,0.001105896,0.0003432732,0.001098457,0.00164058,0.00105295,0.000306082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007184425,"about_ca_system_score_gemma":0.0009843811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126491,"about_ca_topic_score_gemma":0.02669772,"domain_scores_codex":[0.999195,0.0003013847,0.00009430839,0.0001196172,0.0001247115,0.0001649285],"domain_scores_gemma":[0.9979675,0.0001895775,0.0009607995,0.0001966941,0.0002973017,0.000388067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007268443,0.0001385779,0.9987728,0.000007253087,0.00006458174,0.00002622205,0.0002089894,0.00001398992,0.00003308496,0.000008817916,0.0001363098,0.000516614],"study_design_scores_gemma":[0.00001640366,0.0001718516,0.998812,0.00001078878,0.00003792222,0.00008301314,0.0005765443,0.0001727009,0.00002523636,0.00001452871,0.00007567181,0.00000341652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991859,0.0000408911,0.00005886931,0.00009453976,0.000003276169,0.00002386224,0.0004207629,0.000002072322,0.0001696893],"genre_scores_gemma":[0.99932,0.0000359357,0.00005807336,0.00004271371,0.000006440471,0.00003327772,0.0004079315,9.871321e-7,0.00009455831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02126491,"threshold_uncertainty_score":0.04228228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189179148212804,"score_gpt":0.4990576188748538,"score_spread":0.3801397040535734,"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."}}