{"id":"W4235220296","doi":"10.1086/520544","title":"The Médecins Sans Frontières Intervention in the Marburg Hemorrhagic Fever Epidemic, Uige, Angola, 2005. II. Lessons Learned in the Community","year":2007,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Disaster Response and Management","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Isolation (microbiology); Medicine; Epidemiology; Christian ministry; Pandemic; Environmental health; Virology; Disease; Coronavirus disease 2019 (COVID-19); Political science; Infectious disease (medical specialty); Biology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01722237,0.0001873673,0.0002821576,0.0002133878,0.002078874,0.0000549057,0.001129205,0.00007470714,0.0001222663],"category_scores_gemma":[0.001097663,0.0000789218,0.0002437378,0.0003751823,0.0001735297,0.0002214666,0.0002719088,0.00176049,0.0000332202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237785,"about_ca_system_score_gemma":0.0001126838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048532,"about_ca_topic_score_gemma":0.0308076,"domain_scores_codex":[0.9886634,0.009300104,0.0009587299,0.00009156107,0.0004352783,0.0005509437],"domain_scores_gemma":[0.9924564,0.006011141,0.0006738953,0.0006774243,0.0001002506,0.00008092212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004865862,0.006449196,0.499526,0.0003341224,0.0005182085,0.0002185873,0.1547522,0.0007205249,0.0001325261,0.006877618,0.2602768,0.06532845],"study_design_scores_gemma":[0.002240391,0.0003030553,0.8051649,0.0004061832,0.0002231267,0.00004482099,0.125986,0.00004103915,0.000003958067,0.01049147,0.05495621,0.0001388088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768234,0.002136937,0.0005065708,0.01404131,0.000572818,0.0007860716,0.00001235411,0.00001955665,0.005100912],"genre_scores_gemma":[0.9932423,0.0009236677,0.000004333579,0.004546086,0.0002768383,0.00003647306,0.000003939165,0.0000172239,0.0009491863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056389,"threshold_uncertainty_score":0.9992203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06840306301459859,"score_gpt":0.4260846260677785,"score_spread":0.3576815630531799,"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."}}