{"id":"W2559916645","doi":"10.1016/s2214-109x(16)30333-3","title":"The benefits of mass deworming on health outcomes: new evidence synthesis, the debate persists","year":2016,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Deworming; MEDLINE; Medicine; Environmental health; Political science; Immunology; Helminths","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001348019,0.0003843286,0.0009323916,0.00003451804,0.001327416,0.0000441711,0.00155453,0.0003590497,0.00009536624],"category_scores_gemma":[0.0003806174,0.000153234,0.0002755994,0.0001532897,0.0003166036,0.00006009084,0.0001265199,0.001484591,0.0006717579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006061546,"about_ca_system_score_gemma":0.0008997549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004049989,"about_ca_topic_score_gemma":0.001434771,"domain_scores_codex":[0.9963853,0.001197892,0.000651774,0.0004017154,0.0001553594,0.001208008],"domain_scores_gemma":[0.9930338,0.004551433,0.0009537512,0.001338688,0.00007423741,0.00004809311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544704,0.00001079264,0.0008866128,0.00006557786,0.0002966635,0.0000016215,0.0001695661,0.000005011006,0.000008061324,0.002127285,0.9439778,0.05229659],"study_design_scores_gemma":[0.0002735647,0.0002276422,0.01233601,0.001610047,0.00006161808,0.00009060469,0.00008733532,6.3111e-7,0.00003552957,0.0007972243,0.9843043,0.0001754944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008575618,0.0391056,0.00005027502,0.9554297,0.002181951,0.0006023818,0.0007683397,0.00005624962,0.0009479035],"genre_scores_gemma":[0.01637831,0.02791033,0.00004192133,0.9470133,0.002306726,0.00006578341,0.00005439275,0.00003743049,0.006191853],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0521211,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06653410826953492,"score_gpt":0.3793961016722799,"score_spread":0.312861993402745,"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."}}