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Record W3119080347 · doi:10.21203/rs.3.rs-90401/v1

Pharmacological treatment for patients with coronavirus disease 2019: systematic review of randomized controlled trials

2020· preprint· en· W3119080347 on OpenAlexafffund
Bahaa Abu-Raya, Hana Mijović, Robine Donken, Adriana Cabrera, Vanessa Kitchin, Rachael Chow, Rose Leishman, Christina Pan, Vanessa Paquette, Ashley Roberts, Manish Sadarangani

Bibliographic record

VenueResearch Square (Research Square) · 2020
Typepreprint
Languageen
FieldMedicine
TopicCOVID-19 Clinical Research Studies
Canadian institutionsMcMaster UniversityB.C. Women's Hospital & Health CentreBC Children's HospitalMcGill UniversityUniversity of British Columbia
FundersUniversity of British ColumbiaCanadian Immunization Research NetworkBC Children's HospitalMichael Smith Health Research BCCanadian Child Health Clinician Scientist ProgramChildren's Hospital Foundation
KeywordsMedicineRandomized controlled trialLopinavirInternal medicinePlaceboDiseaseMEDLINEIntensive care medicineCoronavirus disease 2019 (COVID-19)PathologyAlternative medicineInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

Abstract Background: The best treatment for COVID-19 is not known, with numerous agents under investigation. We determined the outcomes of patients with COVID-19 treated with different pharmacological agents. Methods: In this systematic review, we searched Ovid MEDLINE, EMBASE, CINAHL, and Cochrane Central Register of Controlled Trials for studies published between 1stJanuary and 12thAugust, 2020. We included randomized controlled trials (RCTs) of patients with COVID-19 treated with any pharmacological agent and compared with a different pharmacological agent, placebo or standard of care. Results: From 6346 citations, 19 studies were included, with an overall low risk of bias. Two RCTs evaluated the use of remdesivir in laboratory-confirmed moderate-to-severe COVID-19. One study found that 10 days of remdesivir was associated with shortened recovery time. Neither found reduction in mortality. One RCT found no association of lopinavir/ritonavir with time to clinical improvement, or mortality benefit. Two RCTs of hydrochloroquine in patients with mild, early disease demonstrated no reduction in disease severity, hospitalization rate, death or viral load. Two RCTs observed no association of hydrochloroquine in hospitalized patients with mild-to-moderate disease with virological clearance, improvement in symptoms, need for respiratory support or death. One RCT showed that the use of steroids was associated with improved survival in patients with moderate-to-severe disease, especially those requiring respiratory support. Conclusions: There is evidence for the benefit of steroids in patients with moderate-to-severe disease. Remdesivir might shorten recovery time in patients hospitalized with moderate-to-severe disease. There is currently no evidence to support the use of lopinavir/ritonavir or hydrochloroquine.Study’s Registration: PROSPERO CRD42020184433.

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)0.011
metaresearch head score (Gemma)0.044
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.013
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.044
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0130.011
Bibliometrics0.0060.007
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0090.000

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 head0.333
GPT teacher head0.592
Teacher spread0.259 · 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 designSystematic review
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2020
Admission routes2
Has abstractyes

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