{"id":"W2469500472","doi":"10.4269/ajtmh.16-0210","title":"Chiengi District, Zambia Open Defecation Free After 1 Year of Community-Led Total Sanitation","year":2016,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Montana; Syracuse University; UNICEF","keywords":"Sanitation; Open defecation; Latrine; Quarter (Canadian coin); Community participation; Pit latrine; Socioeconomics; Geography; Environmental health; Business; Economic growth; Medicine; Environmental science; Environmental engineering; Sociology; Economics","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":[0.0005411211,0.0002927478,0.0002230456,0.0003889796,0.001429525,0.0006847496,0.0004124296,0.0003080812,0.00431111],"category_scores_gemma":[0.001045004,0.000239755,0.0002222868,0.0005166198,0.0004947546,0.0003726469,0.001132594,0.0008219962,0.0003316285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838648,"about_ca_system_score_gemma":0.005125416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2252193,"about_ca_topic_score_gemma":0.4194787,"domain_scores_codex":[0.9996421,0.00005379524,0.00001371263,0.00003209823,0.00003107799,0.0002271288],"domain_scores_gemma":[0.9996808,0.00002625906,0.00007982106,0.00002862377,0.00007287432,0.0001115723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002128028,0.001250017,0.6009772,0.002597475,0.0001991352,0.004070648,0.02226777,0.001008147,0.03044592,0.002947557,0.02267337,0.3094348],"study_design_scores_gemma":[0.00009044367,0.0006088113,0.9730862,0.0003781531,0.00005696801,0.0002455514,0.004997158,0.0001874692,0.0009917623,0.0001032088,0.01923767,0.00001661471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893706,0.001378536,0.0003286394,0.001401019,0.00005233911,0.0005098425,0.001051375,0.0000495028,0.005858034],"genre_scores_gemma":[0.9892774,0.0009759528,0.00136766,0.0004603188,0.00001382621,0.0004707705,0.0008270459,0.000007703414,0.006599431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252193,"threshold_uncertainty_score":0.4478168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608337198475377,"score_gpt":0.2914301855279589,"score_spread":0.2753468135432051,"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."}}