Table 2.
Prediction analysis of the OCSVMs trained on k-means clusters corresponding to each target from CORD-19 dataset.
| Target ID | Most relevant article | Similarity score | Associated cluster | Total articles |
|---|---|---|---|---|
| T-1 | Persistence of Antibodies against Middle East Respiratory Syndrome coronavirus | 0.4 | 1 | 7953 |
| Aerodynamic Characteristics and RNA Concentration of SARS-CoV-2 Aerosol in Wuhan Hospitals during COVID-19 Outbreak | 0.4 | 12 | ||
| Evaluation of SARS-CoV-2 RNA shedding in clinical specimens and clinical characteristics of 10 patients with COVID-19 in Macau | 0.39 | 8 | ||
| Effects of temperature on COVID-19 transmission | 0.37 | 12 | ||
| Human coronavirus 229E Remains Infectious on Common Touch Surface Materials | 0.37 | 11 | ||
| T-2 | Clinical and Epidemiologic Characteristics of Spreaders of Middle East Respiratory Syndrome coronavirus during the 2015 Outbreak in Korea | 0.51 | 12 | 20630 |
| Comparative Pathogenesis of Covid-19, Mers And Sars In A Non-Human Primate Model | 0.51 | 12 | ||
| A comparison study of SARS-CoV-2 IgG antibody between male and female COVID-19 patients: a possible reason underlying different outcome between gender | 0.49 | 5 | ||
| Severe acute respiratory syndrome (SARS) in intensive care units (ICUs): limiting the risk to healthcare workers | 0.48 | 5 | ||
| Comparison of viral infection in healthcare- associated pneumonia (HCAP) and community-acquired pneumonia (CAP) | 0.48 | 5 | ||
| T-3 | The impact of within-herd genetic variation upon inferred transmission trees for foot-and-mouth disease virus | 0.43 | 3 | 9412 |
| Epidemiologic data and pathogen genome sequences: a powerful synergy for public health | 0.42 | 2 | ||
| Transmission Parameters of the 2001 Foot and Mouth Epidemic in Great Britain | 0.39 | 3 | ||
| Middle East respiratory syndrome coronavirus neutralising serum antibodies in dromedary camels: a comparative serological study | 0.39 | 11 | ||
| FastViromeExplorer: a pipeline for virus and phage identification and abundance profiling in metagenomics data | 0.39 | 13 | ||
| T-4 | Development of a recombinant truncated nucleocapsid protein based immunoassay for detection of antibodies against human coronavirus OC43 | 0.42 | 10 | 13499 |
| The Effectiveness of Convalescent Plasma and Hyperimmune Immunoglobulin for the Treatment of Severe Acute Respiratory Infections of Viral Etiology: A Systematic Review and Exploratory Meta-analysis | 0.4 | 3 | ||
| Journal Pre-proof Discovery and development of safe-in-man broad-spectrum antiviral agents Discovery and Development of Safe-in-man Broad-Spectrum Antiviral Agents | 0.4 | 10 | ||
| Evaluation of Group Testing for SARS-CoV-2 RNA | 0.4 | 3 | ||
| Antiviral Drugs Specific for coronaviruses in Preclinical Development | 0.39 | 10 | ||
| T-5 | Communication of bed allocation decisions in a critical care unit and accountability for reasonableness | 0.45 | 2 | 12170 |
| Collaborative accountability for sustainable public health: A Korean perspective on the effective use of ICT-based health risk communication | 0.44 | 7 | ||
| Pandemic influenza control in Europe and the constraints resulting from incoherent public health laws | 0.44 | 11 | ||
| Street-level diplomacy and local enforcement for meat safety in northern Tanzania: knowledge, pragmatism and trust | 0.44 | 2 | ||
| Staff perception and institutional reporting: two views of infection control compliance in British Columbia and Ontario three years after an outbreak of severe acute respiratory syndrome | 0.43 | 2 | ||
| T-6 | Planning and preparing for public health threats at airports | 0.42 | 10 | 8777 |
| Can free open access resources strengthen knowledge-based emerging public health priorities, policies and programs in Africa? | 0.4 | 10 | ||
| Implications of the One Health Paradigm for Clinical Microbiology | 0.39 | 2 | ||
| Annals of Clinical Microbiology and Antimicrobials Predicting the sensitivity and specificity of published real-time PCR assays | 0.38 | 3 | ||
| A field-deployable insulated isothermal RT-PCR assay for identification of influenza A (H7N9) shows good performance in the laboratory | 0.38 | 7 | ||
| T-7 | Strategy and technology to prevent hospital-acquired infections: Lessons from SARS, Ebola, and MERS in Asia and West Africa | 0.41 | 15 | 9912 |
| Rapid Review The psychological impact of quarantine and how to reduce it: rapid review of the evidence | 0.41 | 4 | ||
| Factors Informing Outcomes for Older Cats and Dogs in Animal Shelters | 0.4 | 4 | ||
| A Critical Care and Transplantation-Based Approach to Acute Respiratory Failure after Hematopoietic Stem Cell Transplantation in Children | 0.39 | 8 | ||
| Adaptive multiresolution method for MAP reconstruction in electron tomography | 0.39 | 14 | ||
| T-8 | Twentieth anniversary of the European Union health mandate: taking stock of perceived achievements, failures and missed opportunities - a qualitative study | 0.47 | 12 | 15191 |
| Towards evidence-based, GIS-driven national spatial health information infrastructure and surveillance services in the United Kingdom | 0.46 | 7 | ||
| H1N1 influenza pandemic in Italy revisited: has the willingness to get vaccinated suffered in the long run? | 0.44 | 7 | ||
| What makes health systems resilient against infectious disease outbreaks and natural hazards? Results from a scoping review | 0.44 | 14 | ||
| A qualitative study of zoonotic risk factors among rural communities in southern China | 0.44 | 14 | ||
| T-9 | A cross-sectional study of pandemic influenza health literacy and the effect of a public health campaign | 0.5 | 1 | 12332 |
| Public Response to Community Mitigation Measures for Pandemic Influenza | 0.48 | 1 | ||
| Casualties of war: the infection control assessment of civilians transferred from conflict zones to specialist units overseas for treatment | 0.47 | 8 | ||
| Communications in Public Health Emergency Preparedness: A Systematic Review of the Literature | 0.47 | 4 | ||
| Ethics-sensitivity of the Ghana national integrated strategic response plan for pandemic influenza | 0.46 | 4 |