{"id":"W2159458372","doi":"10.1080/09286580500477507","title":"Impact of Face Washing and Environmental Improvement on Reduction of Active Trachoma in Vietnam—A Public Health Intervention Study","year":2006,"lang":"en","type":"article","venue":"Ophthalmic Epidemiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Trachoma; Medicine; Sanitation; Environmental health; Public health; Latrine; Environmental protection; Socioeconomics; Optometry; Geography; Nursing","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":[0.003007937,0.0001787711,0.0006469517,0.0004248845,0.00008013561,0.0000023818,0.0001216804,0.0001682469,0.0001207028],"category_scores_gemma":[0.0005029252,0.0001542098,0.0001494145,0.0001693979,0.0003438013,0.0001501646,0.00007874804,0.000473181,0.00001065938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004968343,"about_ca_system_score_gemma":0.00005780811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005668415,"about_ca_topic_score_gemma":0.00004313167,"domain_scores_codex":[0.9958947,0.002195695,0.0009280127,0.0005144006,0.00004266225,0.0004245111],"domain_scores_gemma":[0.9985619,0.0004627237,0.0005837158,0.0003359771,0.00002944124,0.00002627292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004591904,0.005357181,0.5921581,0.00003546254,0.0002652547,0.000001508955,0.0009158401,0.0003812065,0.3451556,0.0002098083,0.00007544341,0.05498533],"study_design_scores_gemma":[0.001610704,0.006974009,0.9802251,0.00002663441,0.000008307654,0.0001443098,0.00275281,0.00001647139,0.00775739,0.0003748141,0.00001433088,0.00009507719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974616,0.0008612232,0.00008170947,0.0002190048,0.0001796779,0.0009141843,0.00005104892,0.00001090222,0.0002207011],"genre_scores_gemma":[0.9995307,0.0000735902,0.0000274784,0.000003960481,0.00001998761,0.00006555604,0.0001255933,0.00001307462,0.0001400435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.388067,"threshold_uncertainty_score":0.8568985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881076473087901,"score_gpt":0.3839864266558894,"score_spread":0.3251756619250104,"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."}}