Faculty profile

Candice Monson

ResearcherPsychologyYork University

This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a York University directory, so their courses and email address may be missing. Find their university profile.

Candice Monson

Researcher

Psychology

Health Sciences

York University

Toronto, Ontario, Canada

Supervision signals

Has led research grants, which requires an independent research appointment. Ask their department whether they supervise graduate students.
10 publications in the last five years, latest in 2026.
Senior (last) author on 1 recent paper, a sign of leading a research group.
Principal investigator on 1 research grant (1 CIHR), most recently in 2020.

These signals come from public records, including CIHR, NSERC and SSHRC funding decisions. Ask the professor or the graduate program whether they are taking new students.

Academic metrics

Publications

Citations

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Collaborators

Grants

Publications by year

Counts cover the works listed on the university profile; citation counts come from Dimensions.

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Signals and details

Research

Covid-19 Ehealth First Responder Healthcare Workers Military Posttraumatic Stress Disorder Psychotherapy Relationships

Latest papers

Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing.
JAMA network open · 2026
Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study.
JMIR medical education · 2026
Leveraging prompt-driven generative AI for systematic reviews in digital psychiatry: A stage-matched comparative proof-of-concept for healthcare researchers and clinicians.
PLOS digital health · 2026

All 14 publications

Latest funding

A randomized controlled trial testing Sage: A brief intervention for people with borderline personality disorder, their intimate partners, and their relationship
CIHR · 2023 · Co-investigator
$952,425
How do communication behaviours contribute to and buffer against suicidal and self-injurious acts in couples wherein one member has borderline personality disorder?
CIHR · 2021 · Co-investigator
$555,774
Expanding a Randomized Controlled Trial of a Couple Internet-Delivered PTSD Intervention to Reach Military Members, Veterans, and First Responders with COVID-19-Related Trauma Exposure
CIHR · 2020 · Principal investigator
$200,000

All 3 grants and awards

14 publications.

Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing.

Teferra BG, Huang S, Johny N, Perivolaris A, Al-Shamali H, Parkington K, Rueda A, Zeifman RJ, Sharma D, Krishnan S, Monson C, Bhat V

JAMA network open2026

DOI: 10.1001/jamanetworkopen.2026.2750 PMID: 41870428

Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study.

Kamaleddin MA, Mirjalili M, Barzegar R, Trung Le N, Cote Z, Winkler O, Burback L, Zhang Y, Zaiane OR, Monson C, Sharma D, Krishnan S, Greenshaw AJ, Zeifman R, Selby P, Bhat V

JMIR medical education2026

DOI: 10.2196/92964 PMID: 42611045

Leveraging prompt-driven generative AI for systematic reviews in digital psychiatry: A stage-matched comparative proof-of-concept for healthcare researchers and clinicians.

Parkington K, Joseph JT, Musleh K, Rouleau-Tang M, Persaud A, Rueda A, Teferra BG, Al-Shamali HF, Mao W, Nezhad FG, Burback L, Zhang Y, Jetly R, Vermetten E, Monson C, Krishnan S, Zeifman RJ, Greenshaw A, Lou W, Bhat V

PLOS digital health2026

DOI: 10.1371/journal.pdig.0001666 PMID: 42721190

A pilot and feasibility study of Sage: A couple therapy for borderline personality disorder.

Fitzpatrick S, Varma S, Traynor J, Earle EA, Vanstone R, Fulham L, Goenka K, Blumberg MJ, Wyatt L, Siegel AN, Di Bartolomeo AA, Norouzian N, Burdo J, Ennis N, Carney A, Luxor O, Sankar R, Monson C, Liebman R

Psychotherapy research : journal of the Society for Psychotherapy Research2026

DOI: 10.1080/10503307.2025.2491478 PMID: 40233277

Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques.

Teferra BG, Sidharta CK, Hsiang W-N, Rueda A, Guan B, Zhang Y, Burback L, Winkler O, Greenshaw A, Vermetten E

Canadian Journal of Psychiatry2026

DOI: 10.1177/07067437261468897

Communication Between Individuals With Borderline Personality Disorder and Their Partners.

Lauzon C, Di Bartolomeo AA, Varma S, Boritz T, Liebman R, Monson C, Fitzpatrick S

Personality and mental health2025

DOI: 10.1002/pmh.70013 PMID: 39980084

Experts in traumatic stress are concerned about global impact of what is happening in U.S.

Cook JM, Kaysen DL, Ter Heide JJ, Armour C, Birkeland MS, Bloom SL, Briere J, Bui E, Carlson E, Cloitre M, Daspe MÈ, Figley CR, Ford JD, Green BL, Greene T, Gillibrand R, Hansen M, Harnett NG, Hein IM, Hyun J, Javakhishvili JD, Kaminer D, Kassam-Adams N, Koenen KC, Lewis C, McFarlane A, Minelli A, Monson C, Neuner F, Newman E, Nickerson A, O'Donnell M, Oe M, Price M, Resick P, Roberts NP, Salgado C, Schnyder U, Seedat S, Seligowski AV, Sijbrandij M, Turner S, van der Kolk B, Olff M

European journal of psychotraumatology2025

DOI: 10.1080/20008066.2025.2496125 PMID: 40336338

Predictors of study dropout in cognitive-behavioural therapy with a trauma focus for post-traumatic stress disorder in adults: An individual participant data meta-analysis.

Wright S, Karyotaki E, Cuijpers P, Bisson J, Papola D, Witteveen AB, Back SE, Bichescu-Burian D, Capezzani L, Cloitre M, Devilly GJ, Elbert T, Mello M, Ford JD, Grasso D, Gamito P, Gray R, Haller M, Hunt N, Kleber RJ, König J, Kullack C, Laugharne J, Liebman R, Lee CW, Lely J, Markowitz JC, Monson C, Nijdam MJ, Norman SB, Olff M, Orang TM, Ostacoli L, Paunovic N, Petkova E, Resick P, Rosner R, Schauer M, Schmitz JM, Schnyder U, Smith BN, Vujanovic AA, Zang Y, Duran ÉP, Neto FL, Seedat S, Sijbrandij M

BMJ mental health2024

DOI: 10.1136/bmjment-2024-301159 PMID: 39537555

Patient-related factors associated with patient retention and non-completion in psychosocial treatment of borderline personality disorder: A systematic review.

Lau P, Amestoy ME, Roth M, Monson C

Personality and mental health2024Senior author

DOI: 10.1002/pmh.1627 PMID: 38807472

The role of veterans' PTSD symptoms in veteran couples' insomnia.

Khalifian CE, Titone M, Wooldridge JS, Knopp K, Seibert G, Monson C, Morland L

Family process2023

DOI: 10.1111/famp.12835 PMID: 36347178

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their CIHR grant from 2020

Subject: Prospective PhD student: Covid-19 Dear Professor Monson, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing." (2026), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your CIHR-funded project "Expanding a Randomized Controlled Trial of a Couple Internet-Delivered PTSD Intervention to Reach Military Members, Veterans, and First Responders with COVID-19-Related Trauma Exposure" (2020), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]

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Candice Monson

Research

Latest papers

Latest funding

Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing.

Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study.

Leveraging prompt-driven generative AI for systematic reviews in digital psychiatry: A stage-matched comparative proof-of-concept for healthcare researchers and clinicians.

A pilot and feasibility study of Sage: A couple therapy for borderline personality disorder.

Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques.

Communication Between Individuals With Borderline Personality Disorder and Their Partners.

Experts in traumatic stress are concerned about global impact of what is happening in U.S.

Predictors of study dropout in cognitive-behavioural therapy with a trauma focus for post-traumatic stress disorder in adults: An individual participant data meta-analysis.

Patient-related factors associated with patient retention and non-completion in psychosocial treatment of borderline personality disorder: A systematic review.

The role of veterans' PTSD symptoms in veteran couples' insomnia.

A randomized controlled trial testing Sage: A brief intervention for people with borderline personality disorder, their intimate partners, and their relationship

How do communication behaviours contribute to and buffer against suicidal and self-injurious acts in couples wherein one member has borderline personality disorder?

Expanding a Randomized Controlled Trial of a Couple Internet-Delivered PTSD Intervention to Reach Military Members, Veterans, and First Responders with COVID-19-Related Trauma Exposure

Frequent collaborators

Candice Monson

Candice Monson

Venkat Bhat

Yanbo Zhang

Rachel Liebman

Divya Sharma

Andrew Greenshaw

Skye Fitzpatrick

Wendy Lou

Ruth Lanius

Peter Selby

Ruth Lanius