{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599754,0.0002041039,0.0001887363,0.0005318107,0.001136743,0.0004613393,0.0002739715,0.0003300228,0.002212274],"category_scores_gemma":[0.005432516,0.0002110965,0.0002193412,0.0008093717,0.0002551071,0.0007442991,0.0008294742,0.000758188,0.0002703701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648941,"about_ca_system_score_gemma":0.001365672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04443957,"about_ca_topic_score_gemma":0.07633451,"domain_scores_codex":[0.9995142,0.0001736313,0.00004816713,0.00005787613,0.0000810828,0.0001249402],"domain_scores_gemma":[0.99762,0.0003284379,0.00113363,0.0001083121,0.0003524922,0.0004571029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003909504,0.00004924166,0.9949833,0.00001462576,0.00001311616,0.00008290166,0.0007321085,0.00001200363,0.00002336677,0.00001947944,0.001117765,0.002913045],"study_design_scores_gemma":[0.000006645145,0.00006879555,0.9962584,0.00004773885,0.00001364545,0.0001873649,0.002592942,0.00004896154,0.00003693648,0.00003865479,0.000696858,0.000002981971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977756,0.0005173573,0.00003662533,0.0003133766,0.00001494091,0.0000152609,0.0008241199,0.000002655401,0.0004999797],"genre_scores_gemma":[0.9978091,0.0005150631,0.00007159905,0.0002072924,0.00001296277,0.00003093692,0.000993104,0.000001193104,0.0003587061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443957,"threshold_uncertainty_score":0.08836186,"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."}}