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Antibiotic prescribing in patients with COVID-19: rapid review and meta-analysis

2021· review· en· 880 citations· W3118291996 on OpenAlex· 10.1016/j.cmi.2020.12.018

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

Machine scores (provisional)

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

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.

Opus teacher head0.101
GPT teacher head0.372
Teacher spread
0.272 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Clinical Microbiology and Infection
Topic
Antibiotic Use and Resistance
Field
Immunology and Microbiology
Canadian institutions
Institute for Clinical Evaluative SciencesSunnybrook HospitalNorth York General HospitalToronto East General HospitalToronto General HospitalUniversity Health NetworkUniversity of TorontoPublic Health OntarioOttawa HospitalHotel Dieu Shaver Health and Rehabilitation Centre
Funders
University of Toronto
Keywords
MedicineOdds ratioMeta-analysisAntibioticsInternal medicineObservational studyCohort studyRandomized controlled trialMEDLINEAntibiotic resistancePediatrics
Has abstract in OpenAlex
no