{"id":"W4380987917","doi":"10.2166/aqua.2023.199","title":"Water, sanitation, and hygiene practices among rural households and related health impacts: a case study from some North Indian villages","year":2023,"lang":"en","type":"article","venue":"AQUA - Water Infrastructure Ecosystems and Society","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Kurukshetra University","keywords":"Open defecation; Sanitation; Hygiene; Latrine; Environmental health; Population; Garbage; Hand washing; Socioeconomics; Medicine; Toilet; Geography; Waste management","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":[0.0002726564,0.0003229817,0.0002847247,0.001155409,0.003155492,0.0007176354,0.0005697908,0.0004631644,0.001873705],"category_scores_gemma":[0.0005912097,0.0004070521,0.0002938042,0.001206976,0.0009520067,0.0003099916,0.0008022674,0.0005196389,0.0001735539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008378988,"about_ca_system_score_gemma":0.0007963106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04724105,"about_ca_topic_score_gemma":0.09347259,"domain_scores_codex":[0.9996259,0.000127393,0.00001842204,0.00004145395,0.00004750126,0.0001392491],"domain_scores_gemma":[0.9995865,0.0001078586,0.0001010025,0.00003225201,0.00005634455,0.0001159576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473925,0.0009837312,0.7204522,0.0003345402,0.00004660011,0.097229,0.16169,0.0001762318,0.004957471,0.0003334592,0.0005926057,0.01305668],"study_design_scores_gemma":[0.00001256459,0.001088815,0.6283556,0.00007089777,0.00005949548,0.03444491,0.3321877,0.000307925,0.0008228734,0.0001094728,0.002494613,0.00004502919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994788,0.00003311176,0.00003294256,0.000030381,0.000001367118,0.00001614967,0.00001725343,0.000001399404,0.0003887444],"genre_scores_gemma":[0.9992458,0.0001490066,0.00009854964,0.00003457393,0.000003639634,0.00001258438,0.0000158769,0.000001185591,0.0004386836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04724105,"threshold_uncertainty_score":0.09393215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098334584276346,"score_gpt":0.2654574164469169,"score_spread":0.2544740706041534,"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."}}