{"id":"W2473184315","doi":"10.1097/ede.0000000000000344","title":"Dealing with the Serious Underrepresentation of Editors from Low-income Countries","year":2015,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Public health; Trachoma; Economic shortage; Developing country; Development economics; Economic growth; Political science; Medicine; Economics; Government (linguistics)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04535687,0.002094902,0.002920294,0.004304719,0.005370736,0.01862086,0.006037876,0.01551565,0.009192578],"category_scores_gemma":[0.2453468,0.001627237,0.001417815,0.002662022,0.004863321,0.009491189,0.002682135,0.01432514,0.007715963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040595,"about_ca_system_score_gemma":0.007533389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006288755,"about_ca_topic_score_gemma":0.001508373,"domain_scores_codex":[0.9663931,0.00953311,0.005438984,0.004145925,0.01252224,0.001966668],"domain_scores_gemma":[0.7040114,0.08992606,0.03324783,0.008489869,0.1346387,0.02968605],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007832827,0.00002190767,0.0008309436,0.0005702826,0.00005260778,0.0004330482,0.0003498475,0.00002879251,0.000134218,0.0005133884,0.9850312,0.01195551],"study_design_scores_gemma":[0.0001067209,0.0001106257,0.002204441,0.001835001,0.0001096005,0.001840711,0.001173833,0.000355719,0.0005240312,0.00191317,0.9897255,0.0001005963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000650212,0.005565477,0.0005420884,0.1938878,0.7974714,0.00004720577,0.00005377025,0.0001359695,0.001646114],"genre_scores_gemma":[0.005816328,0.004314254,0.0006541478,0.1349264,0.8509883,0.00008222128,0.0000405472,0.0001629216,0.003014841],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9546431,"threshold_uncertainty_score":0.2398729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537464965209489,"score_gpt":0.3316075793870674,"score_spread":0.2762329297349725,"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."}}