{"id":"W4408144972","doi":"10.1016/j.tjfa.2025.100029","title":"Prevalence and risk factors of frailty in people experiencing homelessness: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"The Journal of Frailty & Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish College of General Practitioners","keywords":"Medicine; Meta-analysis; Gerontology; Environmental health; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.006539875,0.0004800498,0.01353912,0.00059826,0.0004278836,0.00002624083,0.0006432967,0.000265854,0.0001491436],"category_scores_gemma":[0.001477847,0.000246584,0.001322822,0.00149869,0.00009947734,0.0002147269,0.000288173,0.001503741,0.000001121219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446197,"about_ca_system_score_gemma":0.0004495369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763434,"about_ca_topic_score_gemma":0.002943992,"domain_scores_codex":[0.9895473,0.00602873,0.003269021,0.0002633519,0.0005149634,0.0003765992],"domain_scores_gemma":[0.9883516,0.00532703,0.005328806,0.0005541351,0.0003142488,0.0001242067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001898133,0.00001888578,0.003116368,0.9131478,0.01997789,0.000003029438,0.06235938,0.000001804513,4.173329e-8,0.00001934103,0.000002463424,0.001351125],"study_design_scores_gemma":[0.0001248529,0.00002300122,0.0009044953,0.2632375,0.6994216,0.000001934724,0.0356756,0.000003458535,2.215482e-7,0.00003777503,0.0003259665,0.0002435823],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01440468,0.9835021,0.0001097909,0.00003511221,0.00007844801,0.001745646,0.0000823867,0.000008677223,0.00003309271],"genre_scores_gemma":[0.04424512,0.9553617,0.00002996907,0.00002448342,0.00003246123,0.0001032955,0.000002636875,0.00002554128,0.0001748211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6794437,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320829356240204,"score_gpt":0.452979479640253,"score_spread":0.3208965440162326,"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."}}