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Optum Inc optum ehr data source
Systematic error for the methods across different exposures, considering <t>the</t> <t>Optum</t> <t>EHR</t> data source.
Optum Ehr Data Source, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/optum+ehr+data+source/med_rxiv__64898__2026__01__25__26344812-152-6-6?v=Optum+Inc
Average 86 stars, based on 1 article reviews
optum ehr data source - by Bioz Stars, 2026-07
86/100 stars

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1) Product Images from "Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data"

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

Journal: medRxiv

doi: 10.64898/2026.01.25.26344812

Systematic error for the methods across different exposures, considering the Optum EHR data source.
Figure Legend Snippet: Systematic error for the methods across different exposures, considering the Optum EHR data source.

Techniques Used:

Uncalibrated Type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.
Figure Legend Snippet: Uncalibrated Type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.

Techniques Used:

Calibrated type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.
Figure Legend Snippet: Calibrated type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.

Techniques Used:

Power of detection for the methods as a function of time, across different exposures for the Optum EHR data source. We assume the true risk ratio = 2.
Figure Legend Snippet: Power of detection for the methods as a function of time, across different exposures for the Optum EHR data source. We assume the true risk ratio = 2.

Techniques Used:


Figure Legend Snippet:

Techniques Used: Produced

Systematic error for the methods, stratified across the two Covid-19 vaccines and the Optum EHR and MDCD data sources.
Figure Legend Snippet: Systematic error for the methods, stratified across the two Covid-19 vaccines and the Optum EHR and MDCD data sources.

Techniques Used: Vaccines

Calibrated type 1 error for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.
Figure Legend Snippet: Calibrated type 1 error for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.

Techniques Used:

Calibrated power of detection for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.
Figure Legend Snippet: Calibrated power of detection for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.

Techniques Used:


Figure Legend Snippet:

Techniques Used: Vaccines



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Optum Inc optum ehr data source
Systematic error for the methods across different exposures, considering <t>the</t> <t>Optum</t> <t>EHR</t> data source.
Optum Ehr Data Source, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/optum+ehr+data+source/med_rxiv__64898__2026__01__25__26344812-152-6-6?v=Optum+Inc
Average 86 stars, based on 1 article reviews
optum ehr data source - by Bioz Stars, 2026-07
86/100 stars
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Systematic error for the methods across different exposures, considering the Optum EHR data source.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Systematic error for the methods across different exposures, considering the Optum EHR data source.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques:

Uncalibrated Type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Uncalibrated Type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques:

Calibrated type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Calibrated type 1 errors of methods as a function of time, across different exposures for the Optum EHR data source.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques:

Power of detection for the methods as a function of time, across different exposures for the Optum EHR data source. We assume the true risk ratio = 2.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Power of detection for the methods as a function of time, across different exposures for the Optum EHR data source. We assume the true risk ratio = 2.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques:

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet:

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques: Produced

Systematic error for the methods, stratified across the two Covid-19 vaccines and the Optum EHR and MDCD data sources.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Systematic error for the methods, stratified across the two Covid-19 vaccines and the Optum EHR and MDCD data sources.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques: Vaccines

Calibrated type 1 error for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Calibrated type 1 error for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques:

Calibrated power of detection for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.

Journal: medRxiv

Article Title: Comparative performance of the concurrent comparator design with existing vaccine safety surveillance approaches on real-world observational health data

doi: 10.64898/2026.01.25.26344812

Figure Lengend Snippet: Calibrated power of detection for the methods as a function of time, stratified across the two Covid-19 vaccine exposures and the Optum EHR and MDCD data sources.

Article Snippet: For this, we will consider the Optum EHR data source and exposure to both the BNT126b2 and mRNA-1273 COVID-19 vaccines, all seasonal flu vaccines, H1N1pdm vaccine, Zoster vaccine, and HPV vaccine.

Techniques: