{"id":"W1696760857","doi":"10.1371/journal.pntd.0002397","title":"Impact of Health Education on Soil-Transmitted Helminth Infections in Schoolchildren of the Peruvian Amazon: A Cluster-Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hygiene; Deworming; Sanitation; Randomized controlled trial; Cluster randomised controlled trial; Psychological intervention; Ascaris lumbricoides; Health education; Neglected tropical diseases; Tropical medicine; Environmental health; Pediatrics; Public health; Helminths; Surgery; Nursing; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000143468,0.0001884051,0.001072575,0.0002378566,0.0001295138,0.00001561609,0.0001577892,0.0001181541,0.001022694],"category_scores_gemma":[0.001131062,0.0001102775,0.0007549323,0.0003191847,0.0002154085,0.00008865251,0.00002201539,0.0003192972,0.00005423031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000095813,"about_ca_system_score_gemma":0.0005712339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452929,"about_ca_topic_score_gemma":0.0001854348,"domain_scores_codex":[0.9972336,0.001509433,0.000726054,0.0002070348,0.0000666231,0.0002572674],"domain_scores_gemma":[0.9980645,0.001058728,0.0003833876,0.0002755891,0.0001642964,0.00005350946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8236524,0.01932594,0.07142486,0.00006585907,0.002636111,2.179142e-7,0.000440234,0.0001457753,0.07439801,0.0006628921,0.005308764,0.001938865],"study_design_scores_gemma":[0.3559549,0.0007714597,0.6424683,0.0001268524,0.0001738783,0.000002099801,0.00003021853,0.00004960363,0.0001941305,0.0001411018,0.00001223641,0.0000751515],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928141,0.0008707945,0.00004500165,0.001388725,0.0003238198,0.004262891,0.00007748778,0.00003414077,0.000183073],"genre_scores_gemma":[0.9985355,0.00007022965,0.000006284076,0.0001721995,0.00004345992,0.0008651231,0.00008404781,0.00001209357,0.0002111262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5710434,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007167121562299936,"score_gpt":0.2833098501240033,"score_spread":0.2761427285617034,"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."}}