{"id":"W4413439012","doi":"10.1016/j.dialog.2025.100233","title":"Water, sanitation, and hygiene challenges in last-mile artisanal mining communities in Ghana and Uganda","year":2025,"lang":"en","type":"article","venue":"Dialogues in Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"International Development Research Centre","keywords":"Sanitation; Hygiene; Mile; Geography; Water resource management; Environmental health; Environmental protection; Socioeconomics; Environmental planning; Environmental science; Environmental engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001151863,0.0002354441,0.0003276911,0.000709897,0.002602166,0.001180069,0.0005595858,0.0004894772,0.001821388],"category_scores_gemma":[0.001927204,0.000274115,0.0001095801,0.001124215,0.001871837,0.0009597254,0.002115554,0.0004937043,0.00008542394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137876,"about_ca_system_score_gemma":0.002543933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016853,"about_ca_topic_score_gemma":0.04487513,"domain_scores_codex":[0.9993827,0.0003068443,0.00003304394,0.00004384438,0.00005512387,0.000178353],"domain_scores_gemma":[0.999023,0.0003570215,0.0002750418,0.00001939315,0.00008106088,0.0002445368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001113767,0.0001524944,0.3319445,0.001110805,0.00001810924,0.006388492,0.6234264,0.00008182882,0.002062479,0.0009686455,0.001003321,0.03273144],"study_design_scores_gemma":[0.000007775157,0.0001562752,0.1508509,0.0004536736,0.000008253453,0.0009464039,0.8423728,0.00005129338,0.0001367645,0.0001935076,0.004813864,0.000008366814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984792,0.0004269348,0.00003037888,0.0002713073,0.000002822452,0.00003049679,0.00003086199,8.055649e-7,0.0007271603],"genre_scores_gemma":[0.9984957,0.0007945243,0.0001923744,0.00008993768,0.000002965854,0.00006601716,0.00002670903,0.000001152345,0.0003305436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016853,"threshold_uncertainty_score":0.03350979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072112468663299,"score_gpt":0.3175799560474175,"score_spread":0.2568588313607845,"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."}}