{"id":"W2316597930","doi":"10.11604/pamj.2016.23.145.7546","title":"Evaluation of water, sanitation and hygiene program outcomes shows knowledge-behavior gaps in Coast Province, Kenya","year":2016,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sanitation; Hygiene; Medicine; Environmental health; Water resource management; Environmental protection; Geography; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002616326,0.0001368318,0.0002756819,0.0002843662,0.00008498711,0.00005658512,0.0001814641,0.0000991977,0.0002935818],"category_scores_gemma":[0.0007429008,0.00007504432,0.00006548354,0.0001375702,0.0001995805,0.0002367939,0.00005067326,0.0002454422,0.000009327035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850064,"about_ca_system_score_gemma":0.0001263229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001874828,"about_ca_topic_score_gemma":0.0003220477,"domain_scores_codex":[0.9971731,0.000543902,0.0005666413,0.0001963378,0.001219357,0.0003006759],"domain_scores_gemma":[0.9989583,0.0001416688,0.000144306,0.0001110238,0.0003759606,0.0002686631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001315273,0.001098366,0.1269345,0.00004006514,0.00001724865,0.00001482357,0.001265785,1.745295e-7,0.004631895,0.00001075188,0.0003913968,0.8654634],"study_design_scores_gemma":[0.01378648,0.0009036345,0.9522755,0.001067595,0.0003578257,0.0003192083,0.0008100508,0.0004514393,0.0232987,0.002325824,0.004024557,0.0003791555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933527,0.0002279518,0.00008792491,0.004832799,0.0004504057,0.0005627403,0.000008130695,0.00003155903,0.0004458377],"genre_scores_gemma":[0.9993598,0.00003864385,0.0002180832,0.0000770499,0.0001973686,0.00005433698,0.000005880132,0.00001607748,0.00003273976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8650843,"threshold_uncertainty_score":0.3214515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015569595347894,"score_gpt":0.340512083956746,"score_spread":0.3103563880032671,"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."}}