{"id":"W2986892232","doi":"10.1016/j.ssmph.2019.100472","title":"The socio-economic distribution of exposure to Ebola: Survey evidence from Liberia and Sierra Leone","year":2019,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Wilfrid Laurier University","funders":"AXA Research Fund","keywords":"Sierra leone; Ebola virus; Outbreak; Socioeconomics; Environmental health; Distribution (mathematics); Geography; Demography; Socioeconomic status; Medicine; Economics; Population; Virology; Sociology","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":[0.00103098,0.00007215179,0.0002120029,0.00003622351,0.0001702232,0.00002506851,0.00004211461,0.0000578722,0.00007449898],"category_scores_gemma":[0.0001676361,0.00005370396,0.00003319794,0.0001110097,0.00002469871,0.0001072242,0.00003412196,0.0001282836,0.00005965517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272797,"about_ca_system_score_gemma":0.0001690353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280531,"about_ca_topic_score_gemma":0.00199698,"domain_scores_codex":[0.9989452,0.0002054582,0.0003203118,0.0001862382,0.0001516039,0.0001911607],"domain_scores_gemma":[0.9991862,0.0002584281,0.0001120347,0.00022746,0.00007699548,0.0001389067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826329,0.00001828841,0.9856864,0.0000472206,0.0000145616,1.225042e-7,0.0003111566,0.00006591839,0.0006624373,0.0003645637,0.001237819,0.0114089],"study_design_scores_gemma":[0.0003125626,0.0004454829,0.997961,0.00009371632,0.000004689027,0.000001532773,0.000133367,0.0004195647,0.0000661951,0.0001637391,0.0003516639,0.00004647503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955167,0.0006923746,0.000263862,0.002609869,0.0002071941,0.0005653861,0.0001055785,0.00001704683,0.00002200207],"genre_scores_gemma":[0.9986467,0.0003646997,0.00005040593,0.0001249757,0.00009071512,0.00001007753,0.0003566823,0.000008606728,0.0003471112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080833,"threshold_uncertainty_score":0.9837019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05662099070924119,"score_gpt":0.3823967783671462,"score_spread":0.325775787657905,"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."}}