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Record W4415517090 · doi:10.1186/s12991-025-00602-9

Exploring physicians’ emotional reactions to suicidal patients: the impact of physician- and patient-related issues

2025· article· en· W4415517090 on OpenAlexaffabout
Dimitrios Kiakos, Céline Bourquin-Sachse, Stéphane Richard‐Devantoy, Stiefel Friedrich, Laurent Michaud

Bibliographic record

VenueAnnals of General Psychiatry · 2025
Typearticle
Languageen
FieldPsychology
TopicSuicide and Self-Harm Studies
Canadian institutionsMcGill UniversityCentre Intégré de Santé et de Services Sociaux des Laurentides
FundersUniversité de Lausanne
KeywordsGeriatric psychiatryForensic psychiatryContext (archaeology)PsychopharmacologyHuman factors and ergonomicsPoison controlSuicide preventionQuality of Life Research

Abstract

fetched live from OpenAlex

BACKGROUND: The physician-patient relationship is essential in the care of suicidal patients, yet factors shaping this relationship remain insufficiently explored. This study aimed to explore physicians' emotional reactions to suicidal patients and how both physician- and patient-related issues influence these responses. METHODS: Interviews were conducted with six physicians from the Douglas Mental Health University Institute in Montreal. A thematic analysis was performed using Hayes' structural model of countertransference as the analytical framework. RESULTS: Three primary emotional reactions emerged: emotional connection/avoidance, confidence/doubts, and powerlessness attributed to own limitations/to the patient. Clinicians' core needs-the need to help, need for security, and need for efficacy-were found to be pivotal in shaping these emotional responses. Similarly, patient-related factors, notably life experiences, disease, suicidality, and attitudes significantly influenced these reactions. Patterns linking physicians' emotional responses to their underlying needs and patient-related factors were analyzed, leading to the development of a conceptual framework. CONCLUSIONS: This framework offers implications for research, clinical supervision, and medical training, fostering deeper insight into the physician-patient relationship in the context of suicidality.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.501
Threshold uncertainty score0.571

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.075
GPT teacher head0.373
Teacher spread0.298 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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