{"id":"W3157275106","doi":"10.1377/hlthaff.2020.01796","title":"Temporary Financial Assistance Decreased Health Care Costs For Veterans Experiencing Housing Instability","year":2021,"lang":"en","type":"article","venue":"Health Affairs","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Quarter (Canadian coin); Supportive housing; Veterans Affairs; Emergency department; Health care; Medicine; Business; Medical emergency; Gerontology; Nursing; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001291224,0.0002713404,0.001032731,0.00007429719,0.003102432,0.00002866204,0.000163201,0.0002604512,0.000111549],"category_scores_gemma":[0.0007099654,0.0002860134,0.0001679951,0.0004364161,0.00007983136,0.0002179471,0.00007759667,0.0005484771,0.00001255743],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357813,"about_ca_system_score_gemma":0.01270485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006454536,"about_ca_topic_score_gemma":0.0884642,"domain_scores_codex":[0.9951624,0.001405631,0.001123402,0.0006640896,0.0003512577,0.001293256],"domain_scores_gemma":[0.9972107,0.0005817773,0.0005230157,0.0005029283,0.0004966723,0.000684936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006016488,0.0004049396,0.1695032,0.01189336,0.00002670872,0.00004531708,0.6930084,0.000006258193,0.00006376443,0.004781313,0.00616275,0.1135024],"study_design_scores_gemma":[0.002244414,0.0002532096,0.03401468,0.001463592,0.000006730629,3.566111e-7,0.910037,0.00004986445,0.00008452278,0.0001700268,0.05128088,0.0003947179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637868,0.01524715,0.00544721,0.006779061,0.002322516,0.002805545,0.0004436746,0.0003537723,0.002814264],"genre_scores_gemma":[0.9922963,0.000335378,0.002950191,0.002772261,0.0006396557,0.0006196462,0.0002710313,0.00006284683,0.00005264147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170286,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710672848094986,"score_gpt":0.4221296013187357,"score_spread":0.3650228728377858,"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."}}