Faculty profile

Candice Monson

ResearcherClinical PsychologyToronto Metropolitan University

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

Candice Monson

Researcher

Clinical Psychology

Health Sciences

Toronto Metropolitan 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 6 research grants (6 CIHR), most recently in 2018.
Supervised 9 trainees who won CIHR awards, most recently in 2022.

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

h-index

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

Ehealth Knowledge Transfer Posttraumatic Stress Disorder Psychotherapy Treatment Outcomes Hiv Intervention Team Building

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

An Integrated Cognitive Behavioural Therapy to Treat PTSD and Sexually Transmitted Infections Among Gay, Bisexual, and Other Men Who Have Sex With Men
CIHR · 2024 · Co-investigator
$100,000
Toward safe, effective, and accessible support for trauma survivors: The development and preliminary evaluation of an online peer support community for trauma recovery
CIHR · 2022 · Supervisor
$105,000
The Effect of Therapeutic Alliance on Treatment Dropout in Cognitive Processing Therapy
CIHR · 2019 · Supervisor
$105,000

All 19 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

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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.

An Integrated Cognitive Behavioural Therapy to Treat PTSD and Sexually Transmitted Infections Among Gay, Bisexual, and Other Men Who Have Sex With Men

Toward safe, effective, and accessible support for trauma survivors: The development and preliminary evaluation of an online peer support community for trauma recovery

The Effect of Therapeutic Alliance on Treatment Dropout in Cognitive Processing Therapy

A Program of Study on Posttraumatic Stress Disorder Treatment: Development, Testing, and Knowledge Transfer

The Impact of Psillocybin on Suicidality: Efficacy and Mechanisms of Change

Comparing Self-reported and Rater-assessed Clinician Fidelity to Cognitive Processing Therapy for Posttraumatic Stress Disorder

Trauma Intervention for Women Living with HIV Team and Community Building

The women and war project: a partnership addressing the impact of war on Canadian and international women

Adapting Cognitive-Behavioural Conjoint Theraphy for PTSD for Use in Israel

Understanding trauma care needs and development of a pilot intervention for women living with HIV in Toronto, Canada

Frequent collaborators

Candice Monson

Candice Monson

Venkat Bhat

Divya Sharma

Yanbo Zhang

Rachel Liebman

Skye Fitzpatrick

Andrew Greenshaw

Wendy Lou

Ruth Lanius

Peter Selby

Ruth Lanius