{"id":"W2923890495","doi":"10.3386/w8481","title":"Worms: Education and Health Externalities in Kenya","year":2001,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deworming; Externality; Absenteeism; Medicine; Environmental health; Quarter (Canadian coin); Population; Attrition; Demography; Geography; Helminths; Psychology; Biology; Immunology; Social psychology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009823173,0.0003319428,0.0003248627,0.001080063,0.0009979393,0.0008020026,0.0002364929,0.00091648,0.008409828],"category_scores_gemma":[0.003647817,0.0002494736,0.0004525037,0.001296858,0.0006832956,0.0007859198,0.001037527,0.0009043606,0.0002880808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922858,"about_ca_system_score_gemma":0.001234275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06336942,"about_ca_topic_score_gemma":0.08898892,"domain_scores_codex":[0.9992983,0.0003362031,0.00003530477,0.00005245561,0.00006528437,0.0002123962],"domain_scores_gemma":[0.997956,0.0005657092,0.0009342667,0.00003485273,0.0001010303,0.0004081855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007538762,0.0005624989,0.9809619,0.0001400785,0.0002393419,0.0003648805,0.000268016,0.0002741024,0.0001286396,0.001456906,0.00162415,0.01322562],"study_design_scores_gemma":[0.0000597155,0.0001983893,0.99763,0.00006512026,0.00009243882,0.0001428242,0.0002864967,0.0002193489,0.00004817781,0.0004137573,0.0008359435,0.000007832782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857048,0.005323891,0.00008457366,0.003988103,0.00002956462,0.00004095937,0.001180419,0.000007122295,0.003640583],"genre_scores_gemma":[0.9961057,0.002081571,0.00007860448,0.0001976241,0.00002529791,0.00002924657,0.0002754793,0.000002367297,0.001204118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06336942,"threshold_uncertainty_score":0.1260011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2621585306610929,"score_gpt":0.5451148884533197,"score_spread":0.2829563577922268,"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."}}