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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Assessment of Automation of Paediatric Triage using Pulse Oximetry in a Kenyan Public Hospital |
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Identification Number: |
doi:10.7910/DVN/KQ4DNK |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2021-08-03 |
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Version: |
1 |
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Bibliographic Citation: |
Mwaniki, Paul; Dunsmuir, Dustin; Ansermino, Mark J; Akech, Samuel; English, Mike, 2021, "Replication Data for: Assessment of Automation of Paediatric Triage using Pulse Oximetry in a Kenyan Public Hospital", https://doi.org/10.7910/DVN/KQ4DNK, Harvard Dataverse, V1, UNF:6:1vb/pS9mYzAo+7AxBMySdQ== [fileUNF] |
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Citation |
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Title: |
Replication Data for: Assessment of Automation of Paediatric Triage using Pulse Oximetry in a Kenyan Public Hospital |
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Identification Number: |
doi:10.7910/DVN/KQ4DNK |
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Authoring Entity: |
Mwaniki, Paul (Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya) |
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Dunsmuir, Dustin (Digital Health Innovation Lab, BC Children’s Hospital Research Institute, Vancouver, British Columbia, Canada) |
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Ansermino, Mark J (Department of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada) |
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Akech, Samuel (Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya) |
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English, Mike (Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya) |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
KWTRP Data Governance Office |
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Depositor: |
Wafula, James |
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Date of Deposit: |
2021-08-03 |
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Holdings Information: |
https://doi.org/10.7910/DVN/KQ4DNK |
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Study Scope |
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Keywords: |
Medicine, Health and Life Sciences, Paediatric, Triage, Automation, Pulse Oximetry, Hospital, Kenya |
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Abstract: |
The study aimed at automating the triage process using a pulse oximeter. The data set consists of raw pulse oximeter signal recordings and clinical data of children presenting at the outpatient department of Mbagathi County hospital. The clinical data contains demographic information, clinical signs and symptoms, and followup outcome (hospitalization). The data was collected by the study nurse using an Android tablet with a pulse oximeter from children awaiting to see the facility clinician. The study nurse followed up with the study participants to find out if they had been hospitalized. |
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Notes: |
<h3><font color="black"> Further information</font></h3> For inquiries and clarifications, please contact our data governance office <a href = "mailto: dgc@kemri-wellcome.org">dgc@kemri-wellcome.org</a>. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Citation Requirement: |
Publications based on this data collection should acknowledge this source by means of bibliographic citation. To cite this dataset, use the following citation: "Mwaniki, Paul; Dunsmuir, Dustin; Ansermino, Mark J; Akech, Samuel; English, Mike, 2021, "Replication Data for: Assessment of Automation of Paediatric Triage using Pulse Oximetry in a Kenyan Public Hospital", https://doi.org/10.7910/DVN/KQ4DNK, Harvard Dataverse, V1" |
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Notes: |
This data is made available under the Creative Commons Attribution 4.0 International (CC BY 4.0) - https://creativecommons.org/licenses/by/4.0/legalcode. For more information on these data, please contact the data governance office via this email address: dgc@kemri-wellcome.org |
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Access to the data is restricted as the data is still being analysed. For more information on this data set, please contact our data governance office via dgc@kemri-wellcome.org. |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Mawji A, Akech S, Mwaniki P et al. Derivation and internal validation of a data-driven prediction model to guide frontline health workers in triaging children under-five in Nairobi, Kenya [version 3; peer review: 2 approved]. Wellcome Open Res 2021, 4:121 |
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Identification Number: |
10.12688/wellcomeopenres.15387.3 |
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Bibliographic Citation: |
Mawji A, Akech S, Mwaniki P et al. Derivation and internal validation of a data-driven prediction model to guide frontline health workers in triaging children under-five in Nairobi, Kenya [version 3; peer review: 2 approved]. Wellcome Open Res 2021, 4:121 |
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File Description--f4946534 |
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File: PaediatricTriage_DataDictionary.tab |
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Notes: |
UNF:6:1vb/pS9mYzAo+7AxBMySdQ== |
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List of Variables: |
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Variables |
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f4946534 Location: |
Variable Format: character Notes: UNF:6:G7sf2eGdyglcPpdE1oERVg== |
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f4946534 Location: |
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f4946534 Location: |
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Variable Format: character Notes: UNF:6:1sIs4wb2LHRw3Q6t+RsR7A== |
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f4946534 Location: |
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f4946534 Location: |
Summary Statistics: StDev 51.59457335805772; Valid 10.0; Min. 12.0; Mean 64.0; Max. 160.0 Variable Format: numeric Notes: UNF:6:j6LahlPewXFJh5SOWLz8rA== |
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f4946534 Location: |
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f4946534 Location: |
Variable Format: character Notes: UNF:6:YAD297O8kziHt3+i/GFlxg== |
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f4946534 Location: |
Summary Statistics: Min. NaN; Mean NaN; Valid 0.0; StDev NaN; Max. NaN; Variable Format: numeric Notes: UNF:6:kTxuLDLZnkuv9iz0IaSUcw== |
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f4946534 Location: |
Variable Format: character Notes: UNF:6:8b2mlU37GKiKiRcdodIgNQ== |
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f4946534 Location: |
Summary Statistics: Valid 0.0; Mean NaN; StDev NaN; Max. NaN; Min. NaN; Variable Format: numeric Notes: UNF:6:kTxuLDLZnkuv9iz0IaSUcw== |
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f4946534 Location: |
Summary Statistics: StDev NaN; Valid 0.0; Max. NaN; Min. NaN; Mean NaN; Variable Format: numeric Notes: UNF:6:kTxuLDLZnkuv9iz0IaSUcw== |
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Label: |
data.csv |
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Notes: |
text/csv |
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Label: |
PMwaniki_PediatricTriage_Readme.txt |
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Notes: |
text/plain |
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Label: |
pulse_oximeter_data.zip |
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Text: |
Pulse oximetry recordings |
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Notes: |
application/zip |