{"id":"W4399970710","doi":"10.1037/tra0001712","title":"Family caregivers of service members in United States Department ofDefense health care report impairment in longitudinal healthoutcomes.","year":2024,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"Traumatic Brain Injury Center of Excellence","keywords":"Emergency department; Service member; Health care; Longitudinal study; Human services; Service (business); Gerontology; Nursing; Family medicine; Psychology; Medicine; Business; Political science; Military personnel","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":[0.01229687,0.0002671613,0.0006641085,0.001958241,0.0001252442,0.0000763057,0.0002442815,0.0002030661,0.0001439249],"category_scores_gemma":[0.002563577,0.000204721,0.0001006051,0.003748977,0.000509019,0.0002403456,0.0001579489,0.001853934,0.00003027393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009662515,"about_ca_system_score_gemma":0.0008107914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188721,"about_ca_topic_score_gemma":0.0006532131,"domain_scores_codex":[0.9921666,0.003610824,0.0009729219,0.0008327098,0.001239883,0.001177085],"domain_scores_gemma":[0.9930117,0.00515003,0.0001324354,0.0006593169,0.0004376916,0.000608837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06605609,0.01378858,0.08595721,0.02926365,0.001643363,0.04390517,0.2303744,0.0002984612,0.0003705659,0.1335828,0.02567654,0.3690832],"study_design_scores_gemma":[0.01069436,0.01443942,0.6491206,0.003433375,0.00008954298,0.004624062,0.2083279,0.0003618629,0.00007374167,0.01266491,0.09546559,0.0007045923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025934,0.004324969,0.00001377367,0.0804908,0.0000757141,0.00192506,0.00008733607,0.00006932048,0.01041966],"genre_scores_gemma":[0.9911251,0.003359135,0.0006401565,0.004165882,0.0001012053,0.0001938012,0.0001669541,0.00003745166,0.000210334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5631635,"threshold_uncertainty_score":0.9946927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2373704966318818,"score_gpt":0.5504933754373927,"score_spread":0.3131228788055109,"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."}}