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Report #NBU-D2CE5B8D·Framework v5.10·Pipeline v0.4·Evaluated 23 Oct 2026·OECD: 3.2 Clinical medicine·Subfield: Epidemiology·Basis: Full text·Type: Diagnostic accuracy study

Pulse oximetry screening for critical congenital heart disease in Tanzanian newborns: Diagnostic accuracy, sensitivity, and specificity in a low-resource healthcare setting.

Majani et al.Majani, Chillo, Akida et al.·2025·PLOS global public health·10.1371/journal.pgph.0004904 ↗

Primary claim

POX demonstrated a sensitivity of 50.0% (95% CI: 32.1-67.9), a specificity of 99.5% (95% CI: 99.4-99.7), a false-positive rate of 0.4%, and an overall accuracy of 99.5% (95% CI: 99.2-99.5)

Tentative · differential verification and incomplete follow-up leave false-negative ascertainment uncertain
In brief

A large Tanzanian newborn cohort adds useful local screening evidence, but incomplete diagnostic verification limits its accuracy estimates.

ReliabilityConcerns4 of 4 checks completeRead the 2 entries ↓
Fragile — the claim's weakest requirement is that the effect exists at all. Based on how the study was designed and conducted, not on statistics extracted from the paper. Experimental. Every point below is traceable to a quoted passage, but this forecast has not yet been validated against known replication outcomes.
Abstract

Early detection of Critical Congenital Heart Disease (CCHD) is crucial for reducing infant mortality. Pulse oximetry (POX) is widely utilised for screening CCHD in high-resource settings; however, its diagnostic accuracy in low-resource environments, such as sub-Saharan Africa, remains under-researched. This study aimed to assess the diagnostic accuracy of POX in screening Tanzanian newborns for CCHD. This prospective cohort study was conducted in two hospitals in Dar es Salaam, Tanzania. We used pre- and post-ductal saturation (SpO2) readings prior to discharge. A positive screen was defined as SpO2 < 90%; two pre- and post-ductal SpO2 readings <95%; and/or a pre- or post-ductal difference that exceeded 3%. All newborns with positive screening tests underwent echocardiography, while those with negative tests were followed for six months. The primary outcome was POX diagnostic accuracy. The study adhered to STARD guidelines for reporting diagnostic accuracy studies. Between October 2020 and June 2023, 10,630 newborns were screened. The majority (5,721; 54.0%) were male, resulting in a male-to-female ratio of 1.2. The median birth weight was 3.0 (IQR: 2.6-4.4) kg. A total of 51 (0.5%) newborns tested positive on POX, of which 18 (35.3%) had congenital heart disease (CHD), and 15 (83.3%) were classified as critical, leading to a CCHD prevalence of 1.41 per 1,000 live births (95% CI: 0.70-2.13), which increased to a cumulative prevalence of 3.27 per 1,000 live births (95% CI: 2.29-4.67) at six months. With a follow-up rate of 86.7% (9,170/10,574), POX demonstrated a sensitivity of 50.0% (95% CI: 32.1-67.9), a specificity of 99.5% (95% CI: 99.4-99.7), a false-positive rate of 0.4%, and an overall accuracy of 99.5% (95% CI: 99.2-99.5). Screenings conducted between 48 and 72 hours exhibited the highest diagnostic performance, AUC 0.79 (95% CI: 0.64-0.93), with a significant odds ratio (OR) of 5.31 (95% CI: 2.45-11.49, p = 0.00001). Newborns with a birth weight <2.5 kg were less likely to have CCHD detected by POX, OR 0.403 (95% CI: 0.19-0.87, p = 0.021). POX demonstrated lower sensitivity but higher specificity and diagnostic accuracy after 48 hours. The timing of screening and birth weight affected its accuracy, indicating a need for protocol adjustment.

Key Claims

Primary finding · Tentative

POX demonstrated a sensitivity of 50.0% (95% CI: 32.1-67.9), a specificity of 99.5% (95% CI: 99.4-99.7), a false-positive rate of 0.4%, and an overall accuracy of 99.5% (95% CI: 99.2-99.5)

Fragile — the claim's weakest requirement is that the effect exists at all. Based on how the study was designed and conducted, not on statistics extracted from the paper. Experimental. Every point below is traceable to a quoted passage, but this forecast has not yet been validated against known replication outcomes.

differential verification and incomplete follow-up leave false-negative ascertainment uncertain

Abstract
Quote verified
Secondary · Tentative

Screenings conducted between 48 and 72 hours exhibited the highest diagnostic performance, AUC 0.79 (95% CI: 0.64-0.93), with a significant odds ratio (OR) of 5.31 (95% CI: 2.45-11.49, p = 0.00001)

few CCHD events and workflow-related timing confounding limit inference about optimal screening time

Abstract; Results
Quote verified
Secondary · Tentative

Newborns with a birth weight <2.5 kg were less likely to have CCHD detected by POX, OR 0.403 (95% CI: 0.19-0.87, p = 0.021)

the small-event observational subgroup analysis does not establish a reliable basis for birth-weight-specific protocols

Abstract; Results
Quote verified
Secondary · Tentative

Screening timing, delivery method, and birth weight influenced diagnostic performance.

delivery method was nonsignificant at p=0.234, while the remaining subgroup findings rest on few cases

Conclusion
Quote verified
Secondary · Tentative

74.5% of cases flagged by POX in our study required urgent medical attention for non-cardiac issues, highlighting POX’s broader potential as a screening tool for serious unrelated conditions.

the printed breakdown gives 21/51, or 41.2%, rather than 74.5%, without comparative evidence of broader screening benefit

Discussion, summary paragraph
Quote verified

Derived from the full evaluation — not a separate score.

Strengths · Limitations

Strengths

#contribution

Large prospective cohort addresses local evidence

The study screened 10,630 newborns and followed screen-negative infants for six months, adding setting-specific evidence from an under-researched region.

↳ Abstract; Results, Demographic characteristics and Echocardiography evaluation results

#methodological rigour

Systematic recruitment and fixed screening protocol

Screening reached 89% of eligible newborns and used a specified device and prespecified oxygen-saturation thresholds. Positive screens were assessed by paediatric cardiologists.

↳ Methods, Enrollment and Echocardiography evaluation; Results, Demographic characteristics

#positioning

Comparisons span contrasting clinical resource settings

The Discussion compares the observed sensitivity with high-income benchmarks and other low-resource studies, while identifying limits for lower-level facilities and high-altitude regions.

↳ Discussion; Strengths and limitations

Limitations

#methodological rigour

Unequal verification leaves missed cases uncertain

Negative screens were not routinely verified by echocardiography, and 13.3% lacked follow-up. Two positive-screen newborns who died before echocardiography were excluded, further limiting the accuracy analysis.

↳ Methods, Echocardiography evaluation; Results, POX screening results and Echocardiography evaluation results

#reporting

Delivery conclusion conflicts with reported analysis

The Conclusion says delivery method influenced performance, but the Results report OR=1.613, 95% CI 0.73–3.54 and p=0.234. The analysis does not establish the stated influence.

↳ Results, Accuracy of the pulse oximetry test and the associated factors; Conclusion

#methodological rigour

Subgroup evidence cannot establish tailored protocols

Timing and birth-weight analyses rest on only 30 confirmed CCHD cases, with timing also affected by hospital workflow and discharge. These findings provide questions for validation rather than established grounds for protocol tailoring.

↳ Results, POX screening results and associated factors; Discussion

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Nabu Commentary

The prospective cohort supplies useful local evidence through systematic nursery recruitment and a fixed screening protocol. The main methodological constraint is unequal diagnostic verification: positives received echocardiography, while negatives relied on incomplete six-month follow-up. The timing and birth-weight findings therefore need validation before supporting tailored protocols. Reporting precision is also reduced by conflicting counts and intervals, and the delivery-method conclusion contradicts the nonsignificant analysis. The study remains relevant to local screening development, but it does not establish deployment-ready protocol changes.

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Author Note / Field Feedback

Nabu’s assessment, alongside the field’s view.

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Dimension breakdown

Study Quality

Limited2.8

Confidence medium
Contribution
3.6

The prospective cohort supplies setting-specific diagnostic evidence from 10,630 Tanzanian newborns, addressing a documented regional evidence gap. Its advance is principally local validation rather than a new screening capability.

Abstract; Introduction; Discussion
Methodological Rigour
2.3

Systematic recruitment, fixed screening thresholds, and cardiologist assessment support the design, but differential verification, incomplete follow-up, and unspecified blinding substantially constrain accuracy inference. The delivery-method contradiction is surfaced separately through the Red reliability flag rather than a reliability cap.

Methods, Enrollment and Echocardiography evaluation; Results, Echocardiography evaluation results and associated factors
Reporting
2.6

The conventional structure makes the main findings followable, but incompatible counts and intervals reduce reporting precision. The conclusion presents delivery method as an established influence despite its nonsignificant result.

Abstract; Results, Accuracy of the pulse oximetry test and the associated factors; Conclusion
Positioning
2.8

The Discussion compares high-income and low-resource evidence and acknowledges limits on precision and geographic scope. It does not adequately explain differential verification bias or carry subgroup uncertainty through to tailored-protocol recommendations.

Discussion; Strengths and limitations; Recommendations and future research

Reliability

Concerns4 of 4 checks


Results checkConcern
  • Screening timing, delivery method, and birth weight influenced diagnostic performance: "Screening timing, delivery method, and birth weight influenced diagnostic performance." (Conclusion) vs "it did not significantly impact the accuracy (p = 0.234; S2 Appendix and S3 Appendix)." (Results, Accuracy of the pulse oximetry test and the associated factors). The conclusion asserts a delivery-method influence although the Results explicitly report that association as nonsignificant. → Not supported by the paper's own data
  • 74.5% of cases flagged by POX in our study required urgent medical attention for non-cardiac issues, highlighting POX's broader potential: "74.5% of cases flagged by POX in our study required urgent medical attention for non-cardiac issues" (Discussion, summary paragraph) vs "Of the 34 false positives (0.45%), 8 (23.5%) were normal, while 26 (76.5%) had other conditions requiring urgent medical intervention" (Results, Echocardiography evaluation results). The printed breakdown gives 10 respiratory plus 11 infectious cases, so urgent non-cardiac conditions account for 21/51=41.2% of all flagged newborns, not 74.5%. → Changes the size materially
  • POX demonstrated a sensitivity of 50.0% (95% CI: 32.1-67.9), a specificity of 99.5% (95% CI: 99.4-99.7): "the specificity estimate was highly precise (98.8% to 99.2%)" (Strengths and limitations) vs "a specificity of 99.5%" (Abstract). The Limitations interval excludes the reported point estimate, while the printed counts give specificity 9,155/(9,155+34)=99.63%. → Conclusion holds
Reporting and transparencyNoted

The Methods and Limitations assign incompatible missing-data mechanisms to follow-up losses. Ethics approval is declared, but a published protocol alone does not establish prospective registration.

Conflict of interest: not stated · Ethics approval: declared

Reference IntegrityClean

35 references in manuscript 35 of 35 checkable references found in an index

References not verified automatically are resolved manually within 24 hours.

Post-Publication RecordClean

No retraction or expression of concern found in Crossref (includes Retraction Watch).

Last checked: 23 Oct 2026

Sources: Crossref (incl. Retraction Watch) ✓

Readiness

Where this paper’s evidence sits on the path from initial observation to real-world use.

Validated

Screening was evaluated within hospital workflow, establishing a practical application pathway. Protocol changes still require validation, implementation evaluation, and cost-effectiveness evidence.

Methods, Study site preparation and Enrollment; Recommendations and future research
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