{"id":"W3215701486","doi":"10.1186/s41182-021-00376-2","title":"Threats and outbreaks of cholera in Africa amidst COVID-19 pandemic: a double burden on Africa’s health systems","year":2021,"lang":"en","type":"letter","venue":"Tropical Medicine and Health","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Cholera; Outbreak; Coronavirus disease 2019 (COVID-19); Public health; Environmental health; Geography; Cholera vaccine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Socioeconomics; Development economics; Virology; Medicine; Infectious disease (medical specialty); Vibrio cholerae; Biology; Sociology; Economics; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00295103,0.0006618015,0.0008184317,0.0004029469,0.002669051,0.002403612,0.001071878,0.02861111,0.004698823],"category_scores_gemma":[0.01192927,0.0004465884,0.0008292127,0.0003864708,0.002844035,0.002846231,0.001079074,0.02293795,0.004579932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649621,"about_ca_system_score_gemma":0.002912152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032271,"about_ca_topic_score_gemma":0.006515822,"domain_scores_codex":[0.9979768,0.00102091,0.0001867747,0.0001825353,0.0003560668,0.0002769214],"domain_scores_gemma":[0.9936645,0.003611187,0.0003921144,0.0002337189,0.001133287,0.0009652464],"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":[0.0001120018,0.00009682743,0.002390403,0.0001564018,0.00002403222,0.008129896,0.000595592,0.0000830451,0.0009112457,0.003282195,0.9663934,0.01782497],"study_design_scores_gemma":[0.0002062563,0.0002764113,0.005128315,0.0008449543,0.00005920901,0.008891111,0.002881543,0.0007868813,0.0008216525,0.01664227,0.9633459,0.0001155465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001080584,0.002238877,0.00008228284,0.9842411,0.01018053,0.00001328325,0.00001923065,0.00001816057,0.002125949],"genre_scores_gemma":[0.0120492,0.005330256,0.0003062166,0.9294724,0.04857356,0.00003904409,0.00002098704,0.00002329398,0.004185027],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02861111,"threshold_uncertainty_score":0.02647996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013897757007113,"score_gpt":0.4098078318899523,"score_spread":0.208418056189241,"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."}}