{"id":"W4402531681","doi":"10.4178/epih.e2024076","title":"Homelessness and mortality: gender, age, and housing status inequity in Korea","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Public Health Ontario; University of Toronto","funders":"National Research Foundation of Korea; Ministry of Science and ICT, South Korea; National Health Insurance Service; Seoul National University; National Research Foundation","keywords":"Medicine; Environmental health; Demography; Gerontology","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":[0.0007294988,0.0002046676,0.0001707296,0.001104939,0.0002687999,0.0005124056,0.0002906515,0.0001803837,0.001378353],"category_scores_gemma":[0.001199283,0.0001371186,0.0003489561,0.0009118341,0.0002776572,0.0006051026,0.0008641767,0.000227439,0.0001166731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887011,"about_ca_system_score_gemma":0.0004299005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006837642,"about_ca_topic_score_gemma":0.01425787,"domain_scores_codex":[0.9996694,0.00008624569,0.00004594724,0.00006320536,0.00004429262,0.00009079456],"domain_scores_gemma":[0.999374,0.00004334328,0.0003800946,0.00003262886,0.00006387629,0.0001061341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003399351,0.00002465089,0.9967856,0.00001272505,0.00003180216,0.00004294499,0.0001520821,0.00002561867,0.00006664561,0.00004719892,0.00009916947,0.002677475],"study_design_scores_gemma":[0.000001978183,0.00003446951,0.9987165,0.00001762936,0.00001610692,0.00009482674,0.0007087982,0.000116396,0.00002851742,0.00005056043,0.0002113744,0.000003015266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987106,0.0004336736,0.00007095411,0.00009323664,0.000006695308,0.000005904139,0.0003305791,0.000001939314,0.0003463086],"genre_scores_gemma":[0.9996151,0.0000962253,0.00002809553,0.00002197279,0.000004257686,0.00000270043,0.0001459086,7.194897e-7,0.00008499729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006837642,"threshold_uncertainty_score":0.0135957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3086451094409338,"score_gpt":0.5343309337143196,"score_spread":0.2256858242733858,"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."}}