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Record W4318475934 · doi:10.1002/ejhf.2786

January 2023 at a Glance: Focus on Acute Heart Failure and Medical Therapy

2023· article· en· W4318475934 on OpenAlexaff
Daniela Tomasoni, Marianna Adamo, Marco Metra

Bibliographic record

VenueEuropean Journal of Heart Failure · 2023
Typearticle
Languageen
FieldMedicine
TopicHeart Failure Treatment and Management
Canadian institutionsSurgical Specialties (Canada)
Fundersnot available
KeywordsMedicineHeart failureIntensive care medicineMedical therapyFocus (optics)CardiologyInternal medicine

Abstract

fetched live from OpenAlex

Several factors may favour development of heart failure (HF).1,2 Shi et al. 3 assessed the association between clonal haematopoiesis of indeterminate potential (CHIP) and incident HF.A total of 374 participants with incident HF from the Prevention of Renal and Vascular End-stage Disease (PREVEND) cohort were matched 1:1 by age and sex with healthy controls.The frequency of CHIP was overlapping between the two groups and CHIP was not significantly associated with incident HF at multivariable Cox regression models.However, the association was modified by age (p for interaction = 0.002) and CHIP was more frequent in the case cohort compared to controls among those younger than 65 years.Miranda et al. 4 compared exercise haemodynamics between 24 adult patients post-Fontan palliation, 48 patients with HF and preserved ejection fraction (HFpEF) and 48 subjects with non-cardiac dyspnoea (NCD).Resting and exercise pulmonary artery wedge pressure (PAWP) was lower in the Fontan group than HFpEF, but higher than NCD.However, there were no differences in ΔPAWP/ΔQs ratios between post-Fontan and HFpEF patients.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.378
Threshold uncertainty score0.887

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0050.003
Open science0.0010.002
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.3780.239

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 head0.017
GPT teacher head0.275
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.

Study designNot applicable
Domainnot available
GenreEditorial

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
Published2023
Admission routes1
Has abstractyes

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