{"id":"W2368994949","doi":"10.2166/washdev.2016.122","title":"‘Everyone is exhausted and frustrated’: exploring psychosocial impacts of the lack of access to safe water and adequate sanitation in Usoma, Kenya","year":2016,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; University of Waterloo","funders":"","keywords":"Sanitation; Psychosocial; Psychological intervention; Embarrassment; Focus group; Feeling; Psychology; Coping (psychology); Stressor; Qualitative research; Environmental health; Socioeconomics; Social psychology; Medicine; Business; Sociology; Clinical psychology; Psychiatry","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":[0.002715787,0.000476938,0.0005074827,0.0005168013,0.009031087,0.002293074,0.0006738244,0.001038036,0.002113297],"category_scores_gemma":[0.002712838,0.000627107,0.0002700355,0.0005952382,0.005547446,0.00206624,0.003175804,0.001830554,0.0001743983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003335309,"about_ca_system_score_gemma":0.003975259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03097576,"about_ca_topic_score_gemma":0.1104434,"domain_scores_codex":[0.9987764,0.0007084738,0.0000410784,0.00006613657,0.000094323,0.0003136275],"domain_scores_gemma":[0.9989929,0.000462796,0.0002310019,0.000020244,0.00008717924,0.0002059254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002986688,0.00009853359,0.02345982,0.0001864664,0.00001227751,0.001177051,0.9677775,0.00001528375,0.0008368109,0.0004214151,0.0006624983,0.005322445],"study_design_scores_gemma":[0.000002501776,0.00007013711,0.01876039,0.00009420552,0.000007795108,0.0001725885,0.978732,0.00001801825,0.00007411552,0.00008199046,0.001978326,0.000008063179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964736,0.0004459978,0.00008940043,0.00105736,0.00002203623,0.00003684052,0.00001900788,0.000001336669,0.001854353],"genre_scores_gemma":[0.997184,0.001050066,0.0002583047,0.000501443,0.000008870307,0.00006463969,0.00001700823,0.000002700844,0.0009128904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03097576,"threshold_uncertainty_score":0.06159091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034083357952631,"score_gpt":0.3320253089416785,"score_spread":0.2286169731464155,"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."}}