{"id":"W4415166730","doi":"10.2166/washdev.2025.058","title":"Invisible vulnerability: WASH insecurity of older adults in Ghana during a global public emergency","year":2025,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Coping (psychology); Public health; Odds; Food insecurity; Pandemic; Inequality; Hygiene; Food security","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":[0.000873761,0.0001918258,0.0002173777,0.0004719408,0.0009533005,0.0007339029,0.0002402398,0.000483566,0.002544485],"category_scores_gemma":[0.002259011,0.0001851484,0.0002334034,0.000739296,0.0007358021,0.001072381,0.001398836,0.0008038584,0.000148719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119977,"about_ca_system_score_gemma":0.0008162009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156408,"about_ca_topic_score_gemma":0.04341467,"domain_scores_codex":[0.9997236,0.00009366398,0.00002300998,0.0000306544,0.00002308306,0.0001059566],"domain_scores_gemma":[0.9990937,0.0001935203,0.0004214154,0.00003259153,0.00007471604,0.000184229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005710749,0.00007198563,0.9451854,0.00008180926,0.0000202065,0.0003278427,0.04755637,0.00002133396,0.0002207814,0.0001938983,0.0004664081,0.005796914],"study_design_scores_gemma":[0.000004257312,0.00009520207,0.8822514,0.00020462,0.00001526664,0.0001729875,0.1156599,0.00005532731,0.00004982928,0.0001785958,0.00130529,0.000007427271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986593,0.0002386505,0.00003143298,0.0005111962,0.000008270552,0.000007547924,0.00009484646,3.81776e-7,0.0004484186],"genre_scores_gemma":[0.9994942,0.0002005278,0.00002323214,0.000108714,0.000005762594,0.000007615443,0.00002882297,3.605639e-7,0.0001308748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156408,"threshold_uncertainty_score":0.04287714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046088946397742,"score_gpt":0.3717370502474334,"score_spread":0.331276160783456,"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."}}