{"id":"W2992590072","doi":"10.1080/19439342.2019.1691627","title":"Deworming children for soil-transmitted helminths in low and middle-income countries: systematic review and individual participant data network meta-analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Development Effectiveness","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children; Public Health Agency of Canada; Bruyère; University of Ottawa","funders":"Medical Research Council","keywords":"Deworming; Meta-analysis; Medicine; Placebo; Environmental health; Public health; Psychological intervention; Subgroup analysis; Population; Demography; Helminths; Immunology; Psychiatry; Alternative medicine; Internal medicine","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":[0.005085526,0.0002559714,0.002387087,0.0003213515,0.000110542,0.0001653669,0.0003724881,0.00007527657,0.00001619403],"category_scores_gemma":[0.0001795435,0.0001826875,0.0002348687,0.0005187006,0.00003432863,0.0005874076,0.0001169803,0.0001918635,0.000001642238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005562764,"about_ca_system_score_gemma":0.00005947882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008738144,"about_ca_topic_score_gemma":0.00003888484,"domain_scores_codex":[0.9971676,0.0005999923,0.001210415,0.0003349615,0.0003660752,0.0003209173],"domain_scores_gemma":[0.9975677,0.001214526,0.0006501288,0.000294851,0.0001585049,0.00011428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000927909,0.0003005833,0.3284163,0.5222309,0.1453817,0.00002109026,0.0019221,0.0006445489,0.000009911099,0.00002165029,0.00003331438,0.00009001602],"study_design_scores_gemma":[0.004259943,0.000237608,0.5617589,0.09508802,0.3362759,0.0001841477,0.00007633155,0.0003803356,0.00091383,0.0001708042,0.00003083466,0.000623322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098173,0.08509865,0.001318151,0.0005245481,0.000184251,0.002994493,0.00004897413,0.00001198204,0.000001589852],"genre_scores_gemma":[0.9977064,0.0005572644,0.001113802,0.0004268725,0.00004193412,0.00008096955,0.00004784154,0.00002136699,0.000003517294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4271429,"threshold_uncertainty_score":0.744978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06816240555129215,"score_gpt":0.3139645430446288,"score_spread":0.2458021374933366,"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."}}