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Research Projects

The BORN Ontario team has been involved in diverse projects, resulting in numerous scientific publications. This page provides a sample of the scientific output from some of these research studies:

Dick K, Kaczmarek E, Ducharme R, Bowie AC, Dingwall-Harvey ALJ, Howley H, Hawken S, Walker MC, Armour CM. Transformer-based deep learning ensemble framework predicts autism spectrum disorder using health administrative and birth registry data. Sci Rep. 2025 Apr 7;15(1):11816. doi: 10.1038/s41598-025-90216-8. Erratum in: Sci Rep. 2025 Sep 29;15(1):33322. doi: 10.1038/s41598-025-19777-y. PMID: 40195371; PMCID: PMC11977201.


Miguel OX, Kaczmarek E, Lee I, Ducharme R, Dingwall-Harvey ALJ, Rennicks White R, Bonin B, Aviv RI, Hawken S, Armour CM, Dick K, Walker MC. Deep learning prediction of renal anomalies for prenatal ultrasound diagnosis. Sci Rep. 2024 Apr 19;14(1):9013. doi: 10.1038/s41598-024-59248-4. PMID: 38641713; PMCID: PMC11031588.


Dick K, Humber J, Ducharme R, Dingwall-Harvey A, Armour CM, Hawken S, Walker MC. The Transformative Potential of AI in Obstetrics and Gynaecology. J Obstet Gynaecol Can. 2024 Mar;46(3):102277. doi: 10.1016/j.jogc.2023.102277. Epub 2023 Nov 10. PMID: 37951574.


 

 

Since 2013, the Canadian Assisted Reproductive Technologies Register (CARTR) Plus database has been used to monitor trends, performance, and outcomes of in vitro fertilization (IVF) treatment in Canada. IVF treatment cycles and other data from Ontario fertility clinics is linked to the BORN database to allow even greater insight into important areas of reproductive health. Selected publications resulting from this work are below:


Dimanlig-Cruz S, Corsi DJ, Lanes A, Meng L, Miao Q, Walker M, Fell DB. Perinatal and pediatric outcomes associated with the use of fertility treatment: a population-based retrospective cohort study in Ontario, Canada. BMC Pregnancy Childbirth. 2023 Feb 20;23(1):121. doi: 10.1186/s12884-023-05446-3. PMID: 36803122; PMCID: PMC9940338.


Cantor A, Meng L, Lanes A, Greenblatt EM. The effect of the Ontario Fertility Program on IVF utilization and outcomes in women of advanced reproductive age. Reprod Biomed Online. 2023 Feb;46(2):410-416. doi: 10.1016/j.rbmo.2022.05.014. Epub 2022 May 28. PMID: 36336568.


Mahutte N, Hartman M, Meng L, Lanes A, Luo ZC, Liu KE. Optimal endometrial thickness in fresh and frozen-thaw in vitro fertilization cycles: an analysis of live birth rates from 96,000 autologous embryo transfers. Fertil Steril. 2022 Apr;117(4):792-800. doi: 10.1016/j.fertnstert.2021.12.025. Epub 2022 Jan 31. PMID: 35109980.


Lanes A, Fell DB, Teitelbaum M, Sprague AE, Johnson M, Wang H, Elliott M, Guo Y, Meng L, Yuzpe A, Bissonnette F, Leveille MC, Walker MC. CARTR Plus: the creation of an ART registry in Canada. Hum Reprod Open. 2020 Jun 6;2020(3):hoaa022. doi: 10.1093/hropen/hoaa022. PMID: 32529049; PMCID: PMC7275630.


Lanes A, Dougan S, Fell DB, Huang T, Sprague A, Johnson M, Leader A, Potter B, Okun N, Walker M. Comparing Maternal Serum Screening Markers Among IVF and Spontaneous Conceptions in Ontario Through Registry Data. J Obstet Gynaecol Can. 2018 Dec;40(12):1608-1617. doi: 10.1016/j.jogc.2018.02.024. Epub 2018 Oct 26. PMID: 30539731.


 

Corsi DJ, Walsh L, Weiss D, Hsu H, El-Chaar D, Hawken S, Fell DB, Walker M. Association Between Self-reported Prenatal Cannabis Use and Maternal, Perinatal, and Neonatal Outcomes. JAMA. 2019 Jul 9;322(2):145-152. doi: 10.1001/jama.2019.8734. PMID: 31211826; PMCID: PMC6582262.


Corsi DJ, Hsu H, Weiss D, Fell DB, Walker M. Trends and correlates of cannabis use in pregnancy: a population-based study in Ontario, Canada from 2012 to 2017. Can J Public Health. 2019 Feb;110(1):76-84. doi: 10.17269/s41997-018-0148-0. Epub 2018 Nov 1. PMID: 30387034; PMCID: PMC6335373.


 

Miao Q, Zai G, Joiner I, Burnside J, Walker M. Associations between mental health conditions in pregnancy and maternal socioeconomic status: a population-based retrospective cohort study in Ontario, Canada. BMC Womens Health. 2024 Dec 23;24(1):663. doi: 10.1186/s12905-024-03499-w. PMID: 39710684; PMCID: PMC11664830.


Miao Q, Dunn S, Wen SW, Lougheed J, Yang P, Davies M, Venegas CL, Walker M. Association between maternal marginalization and infants born with congenital heart disease in Ontario Canada. BMC Public Health. 2023 Apr 28;23(1):790. doi: 10.1186/s12889-023-15660-5. PMID: 37118769; PMCID: PMC10142402.


Miao Q, Dunn S, Wen SW, Lougheed J, Maxwell C, Reszel J, Hafizi K, Walker M. Association of maternal socioeconomic status and race with risk of congenital heart disease: a population-based retrospective cohort study in Ontario, Canada. BMJ Open. 2022 Feb 1;12(2):e051020. doi: 10.1136/bmjopen-2021-051020. PMID: 35105571; PMCID: PMC8808396.


Miao Q, Dunn S, Wen SW, Lougheed J, Sharif F, Walker M. Associations of congenital heart disease with deprivation index by rural-urban maternal residence: a population-based retrospective cohort study in Ontario, Canada. BMC Pediatr. 2022 Aug 5;22(1):476. doi: 10.1186/s12887-022-03498-6. PMID: 35931992; PMCID: PMC9356510.


Miao Q, Dunn S, Wen SW, Lougheed J, Reszel J, Lavin Venegas C, Walker M. Neighbourhood maternal socioeconomic status indicators and risk of congenital heart disease. BMC Pregnancy Childbirth. 2021 Jan 21;21(1):72. doi: 10.1186/s12884-020-03512-8. PMID: 33478420; PMCID: PMC7819193.


 

When the COVID-19 pandemic was declared in March 2020, BORN quickly realized that if the SARS-COV2 virus was like past respiratory virus pandemics, pregnant individuals and newborns could be adversely affected.  Consistent with our mandate to facilitate and improve care, we knew that health policy makers, funders, pregnant individuals and their health-care providers would need good information to make decisions. 

With Ontario’s large numbers of births/year, we knew we could add important information to the scientific literature.  We worked rapidly with hospital and midwifery clinic data providers and provincial and national research groups to develop data collection systems and data linkages to COVID-19 testing and the COVID-19 vaccination registries. 

We have published a number of reports and manuscripts and have worked closely with the Canadian COVID-19 pregnancy group (CAN-COVID preg) to show patterns of illness and outcomes, vaccination usage and outcomes, and socio-demographic factors associated with both.  


 Fell DB, Dimanlig-Cruz S, Török E, Håberg SE, Regan AK, Kaufman JS, Platt RW, Gravel CA, Bruce L, Shah PS, Wilson K, Sprague AE, Alton GD, Dhinsa T, El-Chaâr D, Buchan SA, Kwong JC, Wilson SE, Dunn SI, MacDonald SE, Barrett J, Okun N, Walker MC. Pregnancy, fetal, and neonatal outcomes after a first booster dose of covid-19 vaccine during pregnancy in Ontario, Canada: population based, retrospective cohort study. BMJ Med. 2023 Jul 11;2(1):e000632. doi: 10.1136/bmjmed-2023-000632. PMID: 37456362; PMCID: PMC10347452.


Fell DB, Török E, Sprague AE, Regan AK, Dhinsa T, Alton GD, Dimanlig-Cruz S, MacDonald SE, Buchan SA, Kwong JC, Wilson SE, Håberg SE, Gravel CA, Wilson K, Dunn SI, Shah PS, El-Chaâr D, Barrett J, Walker MC, Okun N, Dougan SD. Temporal trends and determinants of COVID-19 vaccine coverage and series initiation during pregnancy in Ontario, Canada, December 2020 to December 2021: A population-based retrospective cohort study. Vaccine. 2023 Mar 3;41(10):1716-1725. doi: 10.1016/j.vaccine.2023.01.073. Epub 2023 Feb 3. PMID: 36759282; PMCID: PMC9894778.

This paper examines coverage estimates for COVID-19 vaccination before and during pregnancy in Ontario.  We found that COVID-19 vaccine coverage among pregnant individuals remained lower than in the general population, and there was lower vaccine initiation by multiple characteristics.


Roberts NF, Sprague AE, Taljaard M, Fell DB, Ray JG, Tunde-Byass M, Biringer A, Barrett JFR, Khurshid F, Diaz S, Bellai-Dussault K, Radke DM, Bisnaire LM, Armour CM, Joiner IC, Walker MC. Maternal-Newborn Health System Changes and Outcomes in Ontario, Canada, During Wave 1 of the COVID-19 Pandemic-A Retrospective Study. J Obstet Gynaecol Can. 2022 Jun;44(6):664-674. doi: 10.1016/j.jogc.2021.12.006. Epub 2021 Dec 29. PMID: 34973435; PMCID: PMC8716144.

This paper looked at the population impact of Wave 1 of the COVID-19 pandemic on obstetric practices and the pregnancy and birth outcomes in Ontario. Key findings were that provincial health system changes implemented early in the pandemic did not result in significant increases in adverse outcomes.


Fell DB, Dimanlig-Cruz S, Regan AK, Håberg SE, Gravel CA, Oakley L, Alton GD, Török E, Dhinsa T, Shah PS, Wilson K, Sprague AE, El-Chaâr D, Walker MC, Barrett J, Okun N, Buchan SA, Kwong JC, Wilson SE, Dunn SI, MacDonald SE, Dougan SD. Risk of preterm birth, small for gestational age at birth, and stillbirth after covid-19 vaccination during pregnancy: population based retrospective cohort study. BMJ. 2022 Aug 17;378:e071416. doi: 10.1136/bmj-2022-071416. PMID: 35977737; PMCID: PMC9382031.

This paper assessed the risk of preterm birth, SGA and stillbirth after COVID-19 vaccination in pregnancy and found no association or higher risk of any of these outcomes.


McClymont E, Albert AY, Alton GD, Boucoiran I, Castillo E, Fell DB, Kuret V, Poliquin V, Reeve T, Scott H, Sprague AE, Carson G, Cassell K, Crane J, Elwood C, Joynt C, Murphy P, Murphy-Kaulbeck L, Saunders S, Shah P, Snelgrove JW, van Schalkwyk J, Yudin MH, Money D; CANCOVID-Preg Team. Association of SARS-CoV-2 Infection During Pregnancy With Maternal and Perinatal Outcomes. JAMA. 2022 May 24;327(20):1983-1991. doi: 10.1001/jama.2022.5906. PMID: 35499852; PMCID: PMC9062768.

This paper explored whether Is SARS-CoV-2 infection during pregnancy was associated with increased risk of adverse maternal and perinatal outcomes.  This pan-Canadian study found that among over 6000 cases of COVID-19 infection in pregnant individuals there was increased risk of SARS-CoV-2–related hospitalization (relative risk, 2.65) and intensive care unit admission (relative risk, 5.46). Among cases of infection during pregnancy compared with pregnant individuals without SARS-CoV-2 infection, there was a significantly increased risk of preterm birth (relative risk, 1.63).


Fell DB, Dhinsa T, Alton GD, Török E, Dimanlig-Cruz S, Regan AK, Sprague AE, Buchan SA, Kwong JC, Wilson SE, Håberg SE, Gravel CA, Wilson K, El-Chaâr D, Walker MC, Barrett J, MacDonald SE, Okun N, Shah PS, Dougan SD, Dunn S, Bisnaire L. Association of COVID-19 Vaccination in Pregnancy With Adverse Peripartum Outcomes. JAMA. 2022 Apr 19;327(15):1478-1487. doi: 10.1001/jama.2022.4255. PMID: 35323842; PMCID: PMC8949767.

Looking at almost 100,000 pregnant individuals we found no significant association with an increased risk of adverse peripartum outcomes associated with the COVID-19 vaccination in pregnancy.  

Reszel J, Daub O, Dunn SI, Cassidy CE, Hafizi K, Lightfoot M, Pervez D, Quosdorf A, Wood A, Graham ID. Implementation processes and capacity-building needs in Ontario maternal-newborn care hospital settings: a cross-sectional survey. BMC Nurs. 2025 Jan 6;24(1):10. doi: 10.1186/s12912-024-02643-z. PMID: 39762813; PMCID: PMC11702017.


Reszel J, Daub O, Dunn SI, Cassidy CE, Hafizi K, Lightfoot M, Pervez D, Quosdorf A, Wood A, Graham ID. Planning and implementing practice changes in Ontario maternal-newborn hospital units: a secondary qualitative analysis. BMC Pregnancy Childbirth. 2023 Oct 17;23(1):735. doi: 10.1186/s12884-023-06042-1. PMID: 37848826; PMCID: PMC10583424.


Reszel J, Weiss D, Darling EK, Sidney D, Van Wagner V, Soderstrom B, Rogers J, Holmberg V, Peterson WE, Khan BM, Walker MC, Sprague AE. Client Experience with the Ontario Birth Center Demonstration Project. J Midwifery Womens Health. 2021 Mar;66(2):174-184. doi: 10.1111/jmwh.13164. Epub 2020 Dec 18. PMID: 33336882; PMCID: PMC8247041.


Conway A, Reszel J, Walker MC, Grimshaw JM, Dunn SI. Obstetrical safety indicators for preventing hospital harms in low risk births: a scoping review protocol. BMJ Open. 2020 Apr 16;10(4):e036203. doi: 10.1136/bmjopen-2019-036203. PMID: 32303516; PMCID: PMC7200041.


Reszel J, Dunn SI, Sprague AE, Graham ID, Grimshaw JM, Peterson WE, Ockenden H, Wilding J, Quosdorf A, Darling EK, Fell DB, Harrold J, Lanes A, Smith GN, Taljaard M, Weiss D, Walker MC. Use of a maternal newborn audit and feedback system in Ontario: a collective case study. BMJ Qual Saf. 2019 Aug;28(8):635-644. doi: 10.1136/bmjqs-2018-008354. Epub 2019 Feb 16. PMID: 30772816; PMCID: PMC6663061.


Reszel J, Weiss D, Sprague AE, Fell DB, Dunn S, Walker MC, Sidney D, Taljaard M, Peterson WE. A mixed-methods evaluation of the MOREOB program in Ontario hospitals: participant knowledge, organizational culture, and experiences. BMC Health Serv Res. 2019 Jul 8;19(1):460. doi: 10.1186/s12913-019-4224-9. PMID: 31286979; PMCID: PMC6615285.


Reszel J, Sidney D, Peterson WE, Darling EK, Van Wagner V, Soderstrom B, Rogers J, Graves E, Khan B, Sprague AE. The Integration of Ontario Birth Centers into Existing Maternal-Newborn Services: Health Care Provider Experiences. J Midwifery Womens Health. 2018 Aug 8;63(5):541–9. doi: 10.1111/jmwh.12883. Epub ahead of print. PMID: 30088845; PMCID: PMC6221115.


Dunn S, Sprague AE, Grimshaw JM, Graham ID, Taljaard M, Fell D, Peterson WE, Darling E, Harrold J, Smith GN, Reszel J, Lanes A, Truskoski C, Wilding J, Weiss D, Walker M. A mixed methods evaluation of the maternal-newborn dashboard in Ontario: dashboard attributes, contextual factors, and facilitators and barriers to use: a study protocol. Implement Sci. 2016 May 4;11:59. doi: 10.1186/s13012-016-0427-1. PMID: 27142655; PMCID: PMC4855363.


 

Lavin Venegas C, Abdulaziz KE, Ray J, Walker M, Brownlee J, Sprague AE. Fatal obstetrical hemorrhage: A 20-year analysis from Ontario. J Obstet Gynaecol Can. 2025 Sep 12:103112. doi: 10.1016/j.jogc.2025.103112. Epub ahead of print. PMID: 40947012.


Lavin Venegas C, Roberts NF, St Hill A, Tunde-Byass M, Abdulaziz KE, Walker M, Sprague AE. Mortality After Childbirth Among Black Persons in Ontario: A Call for Better Race-Based and Sociodemographic Data. J Obstet Gynaecol Can. 2025 Sep 10:103110. doi: 10.1016/j.jogc.2025.103110. Epub ahead of print. PMID: 40939983.


Sprague AE, Roberts NF, Lavin Venegas C, Nath T, Shah PS, Barrett J, Cook J, Darling EK, D'Souza R, Dore S, Edwards W, Kasman N, Dzakpasu S, Ray J, Walker M. Mortality Following Childbirth in Ontario: A 20-Year Analysis of Temporal Trends and Causes. J Obstet Gynaecol Can. 2024 Dec;46(12):102689. doi: 10.1016/j.jogc.2024.102689. Epub 2024 Oct 12. PMID: 39401573.


 

 

Prenatal Screening Ontario (PSO) was created as a provincial resource to enhance access to prenatal screening, provide education supports, facilitate ongoing quality assurance and support the incorporation of evolving technology or screening options.  For more information about PSO activities, or to access educational or ordering resources, please visit the PSO website.

Key to the work of the program is the understanding of how screening is utilized and performs in our population, and PSO has produced a number of publications to widely disseminate our findings. Selected publications are below:


Bellai-Dussault K, Dougan SD, Fell DB, Lavin Venegas C, Little J, Meng L, Okun N, Walker M, Armour CM, Potter BK. Outcomes of pregnancies with varying levels of nuchal translucency measurements: A population-based retrospective study in Ontario, Canada. Acta Obstet Gynecol Scand. 2024 Dec;103(12):2499-2510. doi: 10.1111/aogs.14965. Epub 2024 Sep 29. PMID: 39342615; PMCID: PMC11610011.


Bellai-Dussault K, Dougan SD, Fell DB, Little J, Meng L, Okun N, Walker MC, Armour CM, Potter BK. Ultrasonographic Fetal Nuchal Translucency Measurements and Cytogenetic Outcomes. JAMA Netw Open. 2024 Mar 4;7(3):e243689. doi: 10.1001/jamanetworkopen.2024.3689. PMID: 38530313; PMCID: PMC10966411.


Bellai-Dussault K, Dougan SD, Fell DB, Hawken S, Huang T, Venegas CL, Little J, Meng L, Okun N, Walker M, Armour CM, Potter BK. Pregnancies with 'double-positive' multiple marker screening results: a population-based study in Ontario, Canada. BMC Pregnancy Childbirth. 2024 Sep 6;24(1):584. doi: 10.1186/s12884-024-06774-8. PMID: 39242988; PMCID: PMC11380333.


Bellai-Dussault K, Meng L, Howley H, Reszel J, Huang T, Lanes A, Walker MC, Okun N, Dougan SD, Armour CM. Cytogenetic outcomes following a failed cell-free DNA screen: a population-based retrospective cohort study of 35,146 singleton pregnancies. Am J Obstet Gynecol. 2023 Aug;229(2):168.e1-168.e8. doi: 10.1016/j.ajog.2023.01.007. Epub 2023 Jan 7. PMID: 36627072.


Huang T, Bellai-Dussault K, Meng L, Hull D, Howley H, Reszel J, Lanes A, Walker M, Armour CM, Okun N, Dougan SD. First and second trimester maternal serum markers for prenatal aneuploidy screening: An update on the adjustment factors for race, smoking, and insulin dependent diabetes mellitus. Clin Biochem. 2023 Aug;118:110596. doi: 10.1016/j.clinbiochem.2023.110596. Epub 2023 Jun 8. PMID: 37295638.


Bellai-Dussault K, Meng L, Howley H, Reszel J, Huang T, Lanes A, Walker MC, Okun N, Dougan SD, Armour CM. Cytogenetic outcomes following a failed cell-free DNA screen: a population-based retrospective cohort study of 35,146 singleton pregnancies. Am J Obstet Gynecol. 2023 Aug;229(2):168.e1-168.e8. doi: 10.1016/j.ajog.2023.01.007. Epub 2023 Jan 7. PMID: 36627072.

The main goal of this study was to assess the association between a failed cell-free DNA test and common aneuploidies. The study showed that cell-free DNA screening test failures are relatively common. Although repeat testing improves the likelihood of an informative result, pregnancies with a failed cell-free DNA screen upon first attempt remain at increased risk for common autosomal aneuploidies, but not sex chromosome aneuploidies.

Infographic


Tweneboa Kodua AA, Fell DB, Armour C, Dougan S, Bellai-Dussault K, Little J. The impact of maternal and geographical factors on the uptake of non-invasive prenatal testing: A retrospective cohort study. Prenat Diagn. 2022 Dec;42(13):1594-1605. doi: 10.1002/pd.6257. Epub 2022 Nov 7. PMID: 36314119.

The objectives of this study were to investigate recent trends in non-invasive prenatal testing (NIPT) utilisation. The study found there was substantial variation in NIPT uptake between regions within the province. The highest uptake was found in urban areas, highest quintile of neighbourhood income and education, for those who were ≥40 years of age and had a history of previous aneuploidy, for those with a prenatal care visit in the first trimester, multiple pregnancy, multigravidity and body mass index within the normal range.


Dougan SD, Okun N, Bellai-Dussault K, Meng L, Howley HE, Huang T, Reszel J, Lanes A, Walker MC, Armour CM. Performance of a universal prenatal screening program incorporating cell-free fetal DNA analysis in Ontario, Canada. CMAJ. 2021 Aug 3;193(30):E1156-E1163. doi: 10.1503/cmaj.202456. Erratum in: CMAJ. 2021 Dec 20;193(50):E1924. doi: 10.1503/cmaj.211995. PMID: 34344770; PMCID: PMC8354647.

This study described the population-based performance of Ontario's prenatal screening program, which incorporates publicly funded cfDNA screening for specific indications, and the effect of cfDNA testing on the screening and diagnostic choices made by pregnant people. This publicly funded screening program showed robust performance, a substantial reduction in prenatal diagnostic testing and that pregnant people exercise autonomy in their choices about prenatal screening and diagnosis.

Infographic


Huang T, Dougan S, Walker M, Armour CM, Okun N. Trends in the use of prenatal testing services for fetal aneuploidy in Ontario: a descriptive study. CMAJ Open. 2018 Oct 5;6(4):E436-E444. doi: 10.9778/cmajo.20180046. PMID: 30291139; PMCID: PMC6182116.

This study examined the trends in use of different modalities of prenatal screening (multiple-marker screening, cell-free DNA screening [cfDNA]) and diagnostic testing before and after the implementation of provincial funding for cfDNA screening in Ontario. Results demonstrated that since the implementation of publicly funded cfDNA, cfDNA screening increased and prenatal diagnostic testing decreased.


Huang T, Meschino WS, Teitelbaum M, Dougan S, Okun N. Enhanced First Trimester Screening for Trisomy 21 with Contingent Cell-Free Fetal DNA: A Comparative Performance and Cost Analysis. J Obstet Gynaecol Can. 2017 Sep;39(9):742-749. doi: 10.1016/j.jogc.2017.01.025. Epub 2017 Jun 16. PMID: 28624447.

This study compared four prenatal screening strategies to integrate cell-free DNA screening into a publicly funded prenatal screening algorithm. The results suggest that using enhanced first trimester screening (eFTS) with contingent cfDNA screening following a positive eFTS result is a cost-effective system that doesn't compromise screening performance.

Huang T, Woo R, Santoro A, Rashid S, Mei-Dan E, Okun N, Ronzoni S. The Accuracy of First-Trimester Prediction for Preterm Preeclampsia. J Obstet Gynaecol Can. 2025 Aug;47(8):102966. doi: 10.1016/j.jogc.2025.102966. Epub 2025 Jun 18. PMID: 40541860.


Ronzoni S, Rashid S, Santoro A, Mei-Dan E, Barrett J, Okun N, Huang T. Preterm preeclampsia screening and prevention: a comprehensive approach to implementation in a real-world setting. BMC Pregnancy Childbirth. 2025 Jan 15;25(1):32. doi: 10.1186/s12884-025-07154-6. PMID: 39815166; PMCID: PMC11734365.


 

Dunn S, Lanes A, Sprague AE, Fell DB, Weiss D, Reszel J, Taljaard M, Darling EK, Graham ID, Grimshaw JM, Harrold J, Smith GN, Peterson W, Walker M. Data accuracy in the Ontario birth Registry: a chart re-abstraction study. BMC Health Serv Res. 2019 Dec 27;19(1):1001. doi: 10.1186/s12913-019-4825-3. PMID: 31881960; PMCID: PMC6935171.


Miao Q, Moore AM, Dougan SD. Data Quality Assessment on Congenital Anomalies in Ontario, Canada. Front Pediatr. 2020 Nov 20;8:573090. doi: 10.3389/fped.2020.573090. PMID: 33330272; PMCID: PMC7714994.

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