{"id":"W3127611712","doi":"10.4081/jphia.2021.1415","title":"Surveillance of COVID-19 in Cameroon: Implications for policymakers and the healthcare system","year":2021,"lang":"en","type":"article","venue":"Journal of Public Health in Africa","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Healthcare system; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Health care; Virology; Medicine; Political science; Internal medicine; Law; Infectious disease (medical specialty)","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":[0.00492227,0.0003672148,0.0002788816,0.001167656,0.0008073197,0.001603913,0.0004043055,0.0006900569,0.002102292],"category_scores_gemma":[0.01472188,0.0001880994,0.0002296179,0.001605276,0.0006101293,0.0019083,0.0008637515,0.0007216829,0.00007329285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031188,"about_ca_system_score_gemma":0.005652247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1020038,"about_ca_topic_score_gemma":0.07884092,"domain_scores_codex":[0.9976852,0.001673348,0.00008201507,0.0001116589,0.00008345308,0.0003642805],"domain_scores_gemma":[0.9958434,0.002141305,0.001075467,0.00007069846,0.0005121937,0.0003569324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807264,0.0001366904,0.9469065,0.0006426772,0.00006610421,0.00078901,0.003488783,0.002961767,0.000668183,0.004247809,0.002814586,0.03709716],"study_design_scores_gemma":[0.00002787652,0.0003817918,0.9129019,0.002771316,0.0001042132,0.0005317664,0.0539111,0.01465828,0.0005802538,0.003561934,0.01050535,0.00006423617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229503,0.01469815,0.00228258,0.05166875,0.0002006122,0.0002055361,0.00154333,0.00001726759,0.006433505],"genre_scores_gemma":[0.9933362,0.004544871,0.0009435958,0.00074009,0.00004500824,0.00004250713,0.0001764242,0.000001587408,0.0001697563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020038,"threshold_uncertainty_score":0.2028202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5099331375043646,"score_gpt":0.5064270954573296,"score_spread":0.003506042047035085,"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."}}