{"id":"W4402404312","doi":"10.1371/journal.pgph.0003411","title":"High SARS-CoV-2 seroincidence but low excess COVID mortality in Sierra Leone in 2020–2022","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Lunenfeld-Tanenbaum Research Institute; Centre for Global Health Research; Aptose Biosciences (Canada); University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Public Health Agency; Public Health Agency of Canada; Bill and Melinda Gates Foundation","keywords":"Sierra leone; Medicine; Demography; Outbreak; Serology; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mortality rate; Excess mortality; Coronavirus disease 2019 (COVID-19); Disease; Death toll; Virology; Environmental health; Immunology; Antibody; Infectious disease (medical specialty); Internal medicine; Socioeconomics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007973976,0.0003174032,0.0002244399,0.0007875568,0.0005586855,0.0008053255,0.0002727458,0.0003344342,0.0008168463],"category_scores_gemma":[0.001440492,0.0002290885,0.0001646864,0.0004619184,0.0003303561,0.0004505399,0.0006580856,0.0002974643,0.0001488539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390094,"about_ca_system_score_gemma":0.0006317722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02729041,"about_ca_topic_score_gemma":0.05113685,"domain_scores_codex":[0.9996984,0.00009215582,0.00001719163,0.0000535871,0.0000216237,0.0001170967],"domain_scores_gemma":[0.9995961,0.0000447067,0.0001503347,0.00002374294,0.00005516314,0.0001299404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006305776,0.00003124239,0.9960148,0.00002110751,0.00002691214,0.000326647,0.0004302701,0.00008437377,0.0004382509,0.00004135969,0.0003332719,0.002188606],"study_design_scores_gemma":[0.00000642938,0.00006369282,0.9978312,0.0000214874,0.000009480293,0.0002309765,0.001062667,0.0001273409,0.00008369437,0.00003029637,0.000527979,0.000004691487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988134,0.0001992342,0.00005560765,0.0001016209,0.000007246545,0.00001060381,0.0003060067,0.000006476566,0.0004997992],"genre_scores_gemma":[0.9991212,0.0001156051,0.00008214839,0.00006235202,0.000007225595,0.00001157162,0.0004070798,0.000002466244,0.0001901946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02729041,"threshold_uncertainty_score":0.05426311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125883014747713,"score_gpt":0.4152131578672175,"score_spread":0.3026248563924461,"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."}}