{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003936249,0.00014943,0.0004819783,0.00007993863,0.0001202567,0.000003709153,0.0000247057,0.00009399562,0.00009661866],"category_scores_gemma":[0.00003332218,0.0001022947,0.00004942635,0.000109865,0.00009042357,0.00004090129,0.000009405809,0.0001737159,0.00001090775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006375106,"about_ca_system_score_gemma":0.00007079636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699837,"about_ca_topic_score_gemma":0.007047176,"domain_scores_codex":[0.9990784,0.0001059057,0.000345372,0.000235234,0.00002585507,0.0002092473],"domain_scores_gemma":[0.9995787,0.0001552158,0.00007763835,0.00008250043,0.00001370151,0.00009222255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004341719,0.0004295753,0.9480289,0.00006841827,0.0002593863,0.00001157029,0.007123626,0.000005604633,0.006143387,0.0005686419,0.0002569891,0.03666974],"study_design_scores_gemma":[0.006640041,0.006222392,0.9788629,0.0001320656,0.00008156279,0.0000197817,0.000368405,0.00002822082,0.001199926,0.0000238124,0.006336384,0.00008447269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699797,0.005115549,0.00006294044,0.02423358,0.0001342251,0.0003226505,0.00001225539,0.00002484555,0.0001142263],"genre_scores_gemma":[0.994637,0.004366086,0.00003374825,0.0007510551,0.00006781055,0.00001536548,0.00007323927,0.000007182278,0.00004847722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03658527,"threshold_uncertainty_score":0.9895476,"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."}}