{"id":"W3017146689","doi":"10.7189/jogh.10.010339","title":"Tackling COVID-19: Can the African continent play the long game?","year":2020,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pandemic; Death toll; Coronavirus disease 2019 (COVID-19); China; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pneumonia; 2019-20 coronavirus outbreak; Toll; Population; Medicine; Disease; Coronavirus; Global health; Demography; Geography; Economic growth; Environmental health; Outbreak; Virology; Public health; Infectious disease (medical specialty); Immunology; Sociology; Internal medicine","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":[0.007901204,0.001083494,0.001614182,0.001243731,0.004581315,0.007067936,0.001876044,0.006137816,0.03130869],"category_scores_gemma":[0.02157282,0.0003191001,0.0008760343,0.001450204,0.003739948,0.01406195,0.006455181,0.009015728,0.005970171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964744,"about_ca_system_score_gemma":0.009673815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358533,"about_ca_topic_score_gemma":0.02420746,"domain_scores_codex":[0.997031,0.001506856,0.0001132597,0.0002071663,0.0003441008,0.0007975961],"domain_scores_gemma":[0.9923559,0.003109039,0.0005761778,0.0002407074,0.001151961,0.002566148],"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":[0.0004871362,0.0003301347,0.01039147,0.004148668,0.0002045053,0.000650342,0.004539743,0.0001621708,0.000451254,0.03415503,0.4931133,0.4513662],"study_design_scores_gemma":[0.00006130234,0.0003737413,0.01102449,0.01640018,0.0001864499,0.0006105074,0.03309746,0.0002484057,0.0002792602,0.06575225,0.8718581,0.0001078958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004570653,0.1325511,0.001173418,0.83761,0.01096229,0.00006493798,0.0005510282,0.00005591356,0.01246065],"genre_scores_gemma":[0.1373131,0.4295987,0.007751519,0.3897068,0.0195934,0.0004245255,0.001016791,0.000185347,0.01440973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03130869,"threshold_uncertainty_score":0.104738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073806442954348,"score_gpt":0.4690247405705646,"score_spread":0.2616440962751299,"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."}}