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Record W6946009680 · doi:10.32113/idtm_20218_730

Improvement of patients reported outcomes and neurocognitive performances after Direct-Acting Antivirals: a longitudinal study

2021· article· en· W6946009680 on OpenAlexaboutno aff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2021
Typearticle
Languageen
FieldComputer Science
TopicResearch Data Management Practices
Canadian institutionsnot available
Fundersnot available
KeywordsNeurocognitiveLongitudinal studyObservational studyGlobal Assessment of FunctioningAffect (linguistics)Quality of life (healthcare)PopulationPopulation study

Abstract

fetched live from OpenAlex

BACKGROUND: HCV chronic infection may affect Patient-Reported Outcomes (PROs) and HCV related neuroinflammation might correlate with neurocognitive performances (NCP) dysfunction. PATIENTS AND METHODS: A prospective observational study on HCV infected patients treated with direct-acting antivirals (DAA) was conducted at the University Department of Infectious and Tropical Diseases of Brescia, ASST Spedali Civili General Hospital (Italy) from October 2017 to June 2018. Data were collected at baseline (BL), end of treatment (EOT) and 12 weeks after EOT (FU12W). PROs were evaluated with Chronic Liver Disease Questionnaire (CLDQ), Fatigue Severity Scale (FSS), Visual Analogue Fatigue Scale (VAFS) and Work Productivity and Activity Impairment Questionnaire: General Health (WPAI:GH). Montreal Cognitive Assessment (MoCA) test evaluated NCP. Exclusion criteria were: HIV infection with CD4+ nadir <200 cell/μL or encephalopathy, current alcohol or drug abuse and severe psychiatric disorders. Population features were analysed to identify factors related to PROs and NCP. Statistical significance was considered with p-value<0.05. RESULTS: 76 patients (60.5% males) were analysed: mean age was 60.7, 29 (38.1%) had advanced fibrosis, 6 (7.9%) were HIV/HCV co-infected, 18 (23.6%) took polytherapy (≥5 drugs), ribavirin (RBV) was added in 10 cases (13.1%). Improvements were registered in all questionnaires at FU12W, with significant changes in CLDQ, VAFS and MoCA. Quality of life (QoL) was lower in women and the elderly. RBV assumption temporarily affected QoL and fatigue. Female sex, age and polytherapy were related to worse NCP. HIV/HCV co-infection and fibrosis did not affect scores. CONCLUSIONS: DAA seem to be associated with improvement in PROs and NCP, regardless of fibrosis and HIV/HCV co-infection. These aspects must be considered in real settings, particularly in specific populations including women, the elderly or those assuming polytherapy.

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)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.379
GPT teacher head0.574
Teacher spread0.195 · 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 designObservational
Domainnot available
GenreEmpirical

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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Citations1
Published2021
Admission routes1
Has abstractyes

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