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Record W3214949520 · doi:10.47326/ocsat.2021.02.45.2.0

Evidence-Based Recommendations on the Use of Anti-SARS-CoV-2 Monoclonal Antibodies (Casirivimab + Imdevimab, and Sotrovimab) for Adults in Ontario

2021· report· en· W3214949520 on OpenAlexaboutno aff
Jacob Bailey, Andrew M. Morris, Sally Bean, Eyal Cohen, Jonathan B. Gubbay, Yona Lunsky, Samir Patel, Vanessa Tran, Kathrine J. Miller, Zainab Abdurrahman, Stephanie Carlin, William Ciccotelli, Jennifer Gibson, Jennie Johnstone, Tiffany Kan, Bradley J. Langford, Elizabeth Leung, Ullanda Neil, Sumit Raybardan, Janet Smylie, Anupma Wadhwa, Peter Jüni, Menaka Pai

Bibliographic record

Venuenot available
Typereport
Languageen
FieldMedicine
TopicCOVID-19 Clinical Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMandateTable (database)Coronavirus disease 2019 (COVID-19)Public healthPandemicScientific evidenceMedicineFamily medicineHealth scienceMedical educationPublic relationsPolitical scienceDiseaseInfectious disease (medical specialty)NursingPathologyComputer scienceData mining

Abstract

fetched live from OpenAlex

Critically and Moderately Ill Patients In clinically unstable patients with no history of COVID-19 infection or having received a full recommended schedule of vaccination, casirivimab + imdevimab at a dose of 2400 mg intravenous (IV) is recommended if patients are within 9 days of onset of any COVID-19 symptom AND have demonstrated rapid clinical deterioration. Antibody testing is not required in this case. In clinically stable patients with or without a history of COVID-19 infection or having received a full recommended schedule of vaccination, casirivimab + imdevimab at a dose of 2400 mg IV may be considered if patients are within 9 days of onset of any COVID-19 symptom AND are not at risk of acute decompensation AND if COVID-19 anti-spike antibody testing demonstrates that they are seronegative. Casirivimab + imdevimab is not recommended for moderately/critically ill patients who are beyond 9 days of onset of any COVID-19 symptom, whether or not they are presumed to have immunity to SARS-CoV-2. Mildly Ill Patients Antibody testing is not required in mildly ill patients. In patients with no history of COVID-19 infection or having received a full recommended schedule of vaccination, casirivimab + imdevimab at a dose of 1200 mg IV or subcutaneous (SC) OR sotrovimab at a dose of 500 mg IV is recommended if patients have confirmed, symptomatic COVID-19 AND are within 7 days of onset of any COVID-19 symptom AND have at least one of the following risk factors: age > 50, indigenous (First Nations, Inuit, or Metis), obesity, cardiovascular disease (including hypertension), chronic lung disease (including asthma), chronic metabolic disease (including diabetes), chronic kidney disease, chronic liver disease, immunosuppression, or receipt of immunosuppressants. In patients with a history of COVID-19 infection or who have received a full recommended schedule of vaccination, casirivimab + imdevimab at a dose of 1200 mg IV or SC OR sotrovimab at a dose of 500 mg IV may be considered if patients have confirmed symptomatic COVID-19 AND are within 7 days of onset of any COVID-19 symptom AND are immunocompromised or are taking immunosuppressant medications. In patients with a history of COVID-19 infection or who have received a full recommended schedule of vaccination with risk factors other than immunocompromise or immunosuppression, anti-SARS-CoV-2 monoclonal antibodies (AmAbs) are not recommended as these patients have presumed immunity. In patients with no risk factors, AmAbs are not recommended as these patients are at low risk of adverse outcomes. Post-Exposure Prophylaxis (PEP) Casirivimab + imdevimab at a dose of 1200 mg IV or SC OR sotrovimab at a dose of 500 mg IV is recommended for unvaccinated individuals who are currently hospital in-patients or residing in congregate settings (e.g., long-term care settings, retirement homes, shelters, correctional facilities) who have had a high-risk exposure to SARS-CoV-2 (as determined by an expert in Infection Prevention and Control or Public Health) and who are at high-risk to progress to moderate or severe COVID-19. Determination of using an AmAb for post-exposure prophylaxis should take into account the nature and context of their exposure. Implementation Considerations It is recommended that AmAb therapy be administered to non-hospitalized individuals across Ontario using a hybrid network that includes – but is not limited to – mobile integrated healthcare (MIH) services, community paramedicine (CP), and outpatient infusion clinics. Experience from other jurisdictions suggests that hybrid administration approaches coupled with substantial health care system coordination are required to deliver AmAbs in a timely and equitable fashion to those who are likely to benefit from them. Ontario’s supply of AmAbs is limited, and demand by eligible patients may exceed supply in the near future. Understanding the impact of these agents on patient- and system-important outcomes will ensure that they are used equitably and to greatest benefit. There are clear barriers to allocating AmAbs ethically and equitably. A number of strategies are suggested to address these barriers, including optimization of dosing, distribution, supply, administration, allocation, dashboarding, and application of an evidence-informed risk framework for patient selection.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.042
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.928
Threshold uncertainty score0.143

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.042
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.005
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0060.002
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0120.003

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.500
GPT teacher head0.491
Teacher spread0.009 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations3
Published2021
Admission routes1
Has abstractyes

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