{"id":"W4406109873","doi":"10.1016/j.ijheh.2025.114519","title":"Behaviour change interventions to improve household sanitation and hygiene practices in urban settings: A systematic scoping review","year":2025,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office","keywords":"Sanitation; Hygiene; Psychological intervention; Environmental health; Open defecation; Behaviour change; Environmental planning; Systematic review; Medicine; Business; MEDLINE; Geography; Nursing; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02479683,0.002003716,0.008888436,0.01967463,0.001283172,0.00439365,0.002479111,0.003288166,0.004869765],"category_scores_gemma":[0.08129449,0.001541418,0.007609455,0.01830688,0.001327585,0.003672649,0.002426595,0.00187097,0.0006034425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006638156,"about_ca_system_score_gemma":0.02552124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008768991,"about_ca_topic_score_gemma":0.01986258,"domain_scores_codex":[0.9829695,0.007618793,0.005303815,0.000846016,0.002808853,0.0004530429],"domain_scores_gemma":[0.938978,0.04502834,0.009125032,0.0008870572,0.005429171,0.0005523097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001516697,0.00006683954,0.0005796553,0.9117764,0.003108236,0.00007096952,0.0005200086,0.0001526382,0.00010459,0.0003316435,0.001855197,0.08128218],"study_design_scores_gemma":[0.000124607,0.0001460138,0.001666929,0.976971,0.01026579,0.0000942489,0.0003478529,0.00008861644,0.0001100543,0.0002176666,0.009945558,0.00002164209],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001199308,0.99533,0.0004102358,0.000442561,0.000206556,0.001620039,0.0002902566,0.00001843978,0.0004826393],"genre_scores_gemma":[0.009922625,0.9846888,0.001396932,0.0004711294,0.0001018835,0.002958572,0.0002922721,0.00000811671,0.0001597146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02479683,"threshold_uncertainty_score":0.1311398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646536123660262,"score_gpt":0.3728584155770742,"score_spread":0.3263930543404716,"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."}}