{"id":"W3103791620","doi":"10.1186/s41182-020-00282-z","title":"Treatment efficacy and re-infection rates of soil-transmitted helminths following mebendazole treatment in schoolchildren, Northwest Ethiopia","year":2020,"lang":"en","type":"article","venue":"Tropical Medicine and Health","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary; Bill and Melinda Gates Foundation","keywords":"Ascaris lumbricoides; Trichuris trichiura; Mebendazole; Veterinary medicine; Helminths; Medicine; Hookworm infection; Internal medicine; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007979741,0.0002257258,0.0003308699,0.0003243854,0.000250795,0.0003096248,0.0001877652,0.0003014452,0.0006438507],"category_scores_gemma":[0.001266897,0.0001708664,0.0002760605,0.0001957144,0.0001765841,0.0002203333,0.0001271531,0.0003189679,0.0001061936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003551742,"about_ca_system_score_gemma":0.0002963309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168368,"about_ca_topic_score_gemma":0.004134692,"domain_scores_codex":[0.9996339,0.0001149578,0.00004140678,0.00005200017,0.00007893611,0.00007888922],"domain_scores_gemma":[0.999326,0.000130325,0.0003161069,0.00002488223,0.00009474826,0.0001080572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006277754,0.0005183728,0.9866557,0.0001189428,0.00005891679,0.0005927579,0.0008102384,0.00008182564,0.002839682,0.00001285315,0.0001155466,0.007567462],"study_design_scores_gemma":[0.00002622468,0.001636276,0.9953725,0.0000274653,0.00005143894,0.000591971,0.0008814957,0.00007426262,0.0009848765,0.000006157718,0.0003426239,0.000004752193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999661,0.00020935,0.00001035143,0.000009407701,0.000001755649,0.000005366792,0.00003769571,6.541371e-7,0.00006441498],"genre_scores_gemma":[0.9996619,0.0001452126,0.00004357123,0.00001081985,0.00000165052,0.000006251623,0.00004526122,3.291455e-7,0.00008498976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168368,"threshold_uncertainty_score":0.004311502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634128938527571,"score_gpt":0.3798003293748432,"score_spread":0.3234590399895675,"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."}}