MétaCan
Menu
Back to cohort
Record W4400618181 · doi:10.1016/j.acap.2024.07.003

No Association between SARS-CoV-2 Infection and Quality of Life 6- and 12-Months After Infection

2024· article· en· W4400618181 on OpenAlex
Frederick Dun-Dery, Jianling Xie, Kathleen Winston, Brett Burstein, Jason G. Emsley, Vikram Sabhaney, Jocelyn Gravel, Roger Zemek, April Kam, Ahmed Mater, Darcy Beer, Gabrielle Freire, Naveen Poonai, Simon Berthelot, Robert Porter, Anne Moffatt, Marina I. Salvadori, Andrew Dixon, Stephen B. Freedman

Why this work is in the frame

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

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAcademic Pediatrics · 2024
Typearticle
Languageen
FieldPsychology
TopicCOVID-19 and Mental Health
Canadian institutionsQueen's UniversityJaneway Children's Health and Rehabilitation CentreCentre hospitalier universitaire de QuébecChildren's Hospital Research Institute of ManitobaMcMaster Children's HospitalWomen and Children’s Health Research InstituteCentre Hospitalier Universitaire Sainte-JustineWestern UniversityMontreal Children's HospitalUniversity of TorontoBC Children's HospitalHospital for Sick ChildrenUniversity of SaskatchewanChildren's Hospital of Eastern OntarioQueen Elizabeth II Health Sciences CentrePublic Health Agency of CanadaKingston Health Sciences CentreMcGill University Health CentreUniversity of Calgary
Fundersnot available
KeywordsSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Coronavirus disease 2019 (COVID-19)2019-20 coronavirus outbreakAssociation (psychology)MedicineBetacoronavirusVirologyViral infectionInternal medicinePsychologyVirusOutbreakDiseaseInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex
No abstract in any covered source. Its absence is recorded, not treated as a negative.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.771

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.084
GPT teacher head0.429
Teacher spread0.346 · 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