{"id":"W2910063629","doi":"10.3390/ijerph16020257","title":"Bacterial Contamination on Latrine Surfaces in Community and Household Latrines in Kathmandu, Nepal","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aerosan","funders":"Grand Challenges Canada","keywords":"Latrine; Sanitation; Pit latrine; Environmental health; Contamination; Improved sanitation; Hygiene; Socioeconomics; Geography; Environmental protection; Environmental science; Environmental engineering; Medicine; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003931001,0.000246138,0.0002296961,0.0006845284,0.000926252,0.0008347398,0.0003971187,0.000500977,0.000851926],"category_scores_gemma":[0.001139589,0.0003070514,0.000175204,0.0006480325,0.0006885602,0.0004795964,0.0008095102,0.0003040058,0.0001241459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162758,"about_ca_system_score_gemma":0.0006588349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009624176,"about_ca_topic_score_gemma":0.02348656,"domain_scores_codex":[0.9994202,0.0001865325,0.00005364427,0.00009559059,0.0001529573,0.00009109356],"domain_scores_gemma":[0.9995266,0.0001411362,0.0001701828,0.00002319893,0.00009388267,0.00004505072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001294728,0.0001930059,0.9659647,0.0001724787,0.00003545204,0.001764242,0.01368544,0.00005751224,0.005906456,0.00009386204,0.0001345604,0.01186271],"study_design_scores_gemma":[0.000003944369,0.0004691482,0.9815356,0.00007446291,0.00002086567,0.001296001,0.01489422,0.0001443487,0.000979105,0.00004923721,0.0005233415,0.000009768154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995638,0.00005644142,0.00002930332,0.00001370803,0.000001036176,0.000009977782,0.00003176726,8.044006e-7,0.0002931066],"genre_scores_gemma":[0.9992821,0.0001360991,0.0002271449,0.00002940745,0.000001841893,0.00002543319,0.00005329228,7.92161e-7,0.0002439148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009624176,"threshold_uncertainty_score":0.01913631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07105117437201196,"score_gpt":0.3644578861617347,"score_spread":0.2934067117897228,"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."}}