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Record W4388807824 · doi:10.1080/2692398x.2023.2282205

Leveraging the Clinical Importance of the Therapist as a Person in Family Therapy

2023· article· en· W4388807824 on OpenAlexaff
Jerry C. Middleton, Shanna Williams, Jessica Ruglis

Bibliographic record

VenueInternational Journal of Systemic Therapy · 2023
Typearticle
Languageen
FieldPsychology
TopicPsychotherapy Techniques and Applications
Canadian institutionsMcGill University
Fundersnot available
KeywordsPsychotherapistFamily therapyPsychologyEmpirical researchPersonalityTherapeutic relationshipPsychoanalysisEpistemology

Abstract

fetched live from OpenAlex

Many pioneering family therapists exuded exemplary personal characteristics that at many instances were incorporated into their clinical work and theoretical approaches to psychotherapy. While such therapist effects have been traditionally less researched compared with the vast literature on the efficacy of techniques, they are of increased empirical attention, especially given the common factors of psychotherapy change and related process research. To explicate these therapist effects, empirical studies within the fields of marriage and family therapy specifically and psychotherapy more broadly are reviewed concerning those personal characteristics that are linked to or are postulated to be associated with therapeutic success. Following a brief synthesis of this literature, two family therapy pioneers, Carl Whitaker and Salvador Minuchin, are reviewed, concerning their personality attributes and characteristics that were highlights of their approaches and their personal and professional lives. Following a comparison of these two therapists, the manuscript closes with reflections for future psychotherapy research, for training initiatives, and for clinicians.

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)0.002
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 score0.374
Threshold uncertainty score0.321

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.000
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 head0.128
GPT teacher head0.441
Teacher spread0.313 · 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
Published2023
Admission routes1
Has abstractyes

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