MétaCan
Menu
Back to cohort
Record W4377142746 · doi:10.1016/j.eclinm.2023.101979

Residual respiratory disability after successful treatment of pulmonary tuberculosis: a systematic review and meta-analysis

2023· review· en· W4377142746 on OpenAlexafffundabout
Joshua Taylor, Mayara Lisboa Bastos, Sophie Lachapelle-Chisholm, Nancy E. Mayo, James C. Johnston, Dick Menzies

Bibliographic record

VenueEClinicalMedicine · 2023
Typereview
Languageen
FieldMedicine
TopicTuberculosis Research and Epidemiology
Canadian institutionsUniversity of British ColumbiaMcGill UniversityMcGill University Health Centre
FundersCanadian Institutes of Health Research
KeywordsMedicineMeta-analysisSpirometryInternal medicineTuberculosisRespiratory systemPulmonary function testingPulmonary tuberculosisPhysical therapyPediatricsAsthmaPathology

Abstract

fetched live from OpenAlex

Background Pulmonary tuberculosis (PTB) can result in long-term health consequences, even after successful treatment. We conducted a systematic review and meta-analysis to estimate the occurrence of respiratory impairment, other disability states, and respiratory complications following successful PTB treatment. Methods We identified studies from January 1, 1960, to December 6, 2022, describing populations of all ages that successfully completed treatment for active PTB and had been assessed for at least one of the following outcomes: occurrence of respiratory impairment, other disability states, or respiratory complications following PTB treatment. Studies were excluded if they reported on participants with self-reported TB, extra-pulmonary TB, inactive TB, latent TB, or if participants had been selected on the basis of having more advanced disease. Study characteristics and outcome-related data were abstracted. Meta-analysis was performed using a random effects model. We adapted the Newcastle Ottawa Scale to evaluate the methodological quality of the included studies. Heterogeneity was assessed using the I 2 statistic and prediction intervals. Publication bias was assessed using Doi plots and LFK indices. This study is registered with PROSPERO (CRD42021276327). Findings 61 studies with 41,014 participants with PTB were included. In 42 studies reporting post-treatment lung function measurements, 59.1% (I 2 = 98.3%) of participants with PTB had abnormal spirometry compared to 5.4% (I 2 = 97.4%) of controls. Specifically, 17.8% (I 2 = 96.6%) had obstruction, 21.3% (I 2 = 95.4%) restriction, and 12.7% (I 2 = 93.2%) a mixed pattern. Among 13 studies with 3179 participants with PTB, 72.6% (I 2 = 92.8%) of participants with PTB had a Medical Research Council dyspnoea score of 1–2 and 24.7% (I 2 = 92.2%) a score of 3–5. Mean 6-min walk distance in 13 studies was 440.5 m (I 2 = 99.0%) in all participants (78.9% predicted, I 2 = 98.9%) and 403.0 m (I 2 = 95.1%) among MDR-TB participants in 3 studies (70.5% predicted, I 2 = 97.6%). Four studies reported data on incidence of lung cancer, with an incidence rate ratio of 4.0 (95% CI 2.1–7.6) and incidence rate difference of 2.7 per 1000 person-years (95% CI 1.2–4.2) when compared to controls. Quality assessment indicated overall low-quality evidence in this field, heterogeneity was high for pooled estimates of nearly all outcomes of interest, and publication bias was considered likely for almost all outcomes. Interpretation The occurrence of post-PTB respiratory impairment, other disability states, and respiratory complications is high, adding to the potential benefits of disease prevention, and highlighting the need for optimised management after successful treatment. Funding Canadian Institutes of Health Research Foundation Grant.

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)0.017
metaresearch head score (Gemma)0.041
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.020
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.041
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0200.041
Bibliometrics0.0080.008
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.263
GPT teacher head0.493
Teacher spread0.230 · 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 designMeta-analysis
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

Citations71
Published2023
Admission routes3
Has abstractyes

Explore more

Same venueEClinicalMedicineSame topicTuberculosis Research and EpidemiologyFrench-language works237,207