Lina Okafor

Biostatistician · Global Health Methods Collective

New Contributor

Reviews statistical methods for open clinical and public health studies.

MedicineMathematicsSocial Sciences

Merit score

31

Contribution-based reputation

Works

0

Recorded publications

Citations

0

Across the open record

Reviews written

1

2 replications logged

Expertise

Lina works primarily in Medicine, with 0 recorded works and 0 citations across the open record. Recurring themes include triage, health systems, fairness, interpretable models.

Auto-generated from the open research record.

triagehealth systemsfairnessinterpretable models

Scientific reputation passport

Contribution quality across papers, reviews, replications, explanations, and datasets.

Papers

1

Reviews

1

4 helpful votes

Replications

2

Explanations

0

Datasets

0

Predictions

0

Preprints on Science Orbit

Work published directly on this platform.

PreprintMedicineReproducibility 36/100Not replicated

Sample: Transparent Triage Models for Rural Clinic Wait Times

This demonstration paper evaluates a simple interpretable triage model trained on synthetic rural clinic operations data. It highlights model cards, fairness checks, negative results, and reviewer-visible limitations for operational health research.

health systemsfairnessnegative results

Ben Carver, Lina Okafor

1 versions 1 reviews0 citations8 views

Publications

Imported from the open research record and linked authorships.

No imported publications yet.

Replication studies

Community replication reports submitted by this researcher.

The interactive notebook runs end-to-end in a clean browser environment.

The notebook reran successfully with the sample data, but one calibration figure differed after dependency updates.

Collaboration network

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Suggested collaborators

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Contribution timeline

A chronological record of scientific contributions.

  1. 2026-07-26milestone

    Reviewed "Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data"

  2. 2026-07-24replication

    Replication of “Sample: Interactive Notebook for Teaching Quantum Error Correction” · Replicated

  3. 2026-07-20replication

    Replication of “Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data” · Partially replicated

  4. 2026-07-17paper

    Sample: Transparent Triage Models for Rural Clinic Wait Times · Authored

  5. 2026-07-16review

    Reviewed “Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data”

Review activity

Methodology

Clear open workflow, but uncertainty deserves emphasis

The sample paper demonstrates a strong open workflow. The uncertainty section is important because it changes site prioritization; I would keep those plots prominent for non-specialist readers.

Reputation ledger

review

Reviewed "Sample: Mapping Coastal Wetland Carbon Recovery With Open Satellite Data"

+10

Matched funding

Grants matched to Lina's field and research topics.