{"id":"W2163270759","doi":"10.17730/praa.32.1.050n6703828156mx","title":"A Multidimensional Measure of Diarrheal Disease Load Changes Resulting from Access to Improved Water Sources in Honduras","year":2009,"lang":"en","type":"article","venue":"Practicing Anthropology","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Diarrheal disease; Psychological intervention; Environmental health; Diarrheal diseases; Diarrhea; Waterborne diseases; Water source; Diarrhoeal disease; Water quality; Measure (data warehouse); Quality (philosophy); Water infrastructure; Business; Medicine; Geography; Water resource management; Environmental science; Water supply; Computer science; Environmental engineering; Nursing; Biology","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":[0.0003721226,0.0002133112,0.0003939469,0.0002592749,0.0001860475,0.00005870473,0.0002289873,0.0001220944,0.0001555476],"category_scores_gemma":[0.001019361,0.0001704125,0.00006052986,0.0001924622,0.0001676451,0.0003863494,0.000115126,0.000319748,0.0000153896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153197,"about_ca_system_score_gemma":0.00003360814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009727891,"about_ca_topic_score_gemma":0.001896877,"domain_scores_codex":[0.9979829,0.0003381914,0.0004225054,0.0004957337,0.0002672316,0.0004933953],"domain_scores_gemma":[0.9988494,0.0003420718,0.0001772035,0.0002800156,0.0001621354,0.0001891826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01795478,0.001891274,0.1253956,0.0001525913,0.00009761019,0.000193826,0.02433844,0.0003787169,0.794581,0.00003708173,0.002154258,0.03282481],"study_design_scores_gemma":[0.004082529,0.0005575301,0.2474181,0.0004427152,0.0001083647,0.00001667426,0.001213279,0.001304754,0.7417329,0.0006498987,0.00197246,0.0005007468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915335,0.0002824052,0.0002012675,0.1067542,0.000715789,0.0003556515,0.00002921189,0.00006909023,0.00005890412],"genre_scores_gemma":[0.9950946,0.00002503595,0.0009508004,0.003523959,0.0003206581,0.00001307671,0.00003889838,0.00002188069,0.00001111561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220225,"threshold_uncertainty_score":0.9968664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285698983224369,"score_gpt":0.3467371189609048,"score_spread":0.3138801291286611,"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."}}