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Record W1992281221 · doi:10.1176/pn.44.19.0033b

Several Strategies Successful for Treating Anxiety Disorders

2009· article· en· W1992281221 on OpenAlex

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePsychiatric News · 2009
Typearticle
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsnot available
Fundersnot available
KeywordsGeneralized anxiety disorderPsychiatryAnxietyMedicinePsychology

Abstract

fetched live from OpenAlex

Back to table of contents Previous article Next article Clinical & Research NewsFull AccessSeveral Strategies Successful for Treating Anxiety DisordersJoan Arehart-TreichelJoan Arehart-TreichelSearch for more papers by this authorPublished Online:2 Oct 2009https://doi.org/10.1176/pn.44.19.0033bGeneralized anxiety disorder (GAD) can be seen in all clinical settings, and in primary care, practitioners are usually good at identifying GAD patients, Richard Swinson, M.D., said at the annual meeting of the Canadian Psychiatric Association in St. John's, Newfoundland, in August.“By the time [patients with GAD] see me, or other psychiatrists, they are longstanding worriers, that is, the more difficult cases,” said Swinson, a professor emeritus of psychiatry at McMaster University and medical director of the Anxiety Treatment Research Center at St. Joseph's Healthcare in Hamilton, Ontario.No matter the severity of GAD, there are effective treatments for it that can lead patients “to full recovery,” he said.Three SSRI antidepressants and two SNRI antidepressants have been approved for treating GAD in Canada, he noted, and there is some evidence that anticonvulsants or antipsychotics can help GAD patients. At first antipsychotics were used as SSRI augmenters for GAD, but a recent approach is to use them as monotherapy, and that has been found useful in clinical studies, he said.Cognitive-behavioral therapy (CBT) can also benefit GAD patients, Swinson noted. He said a good resource in this area is Michel Dugas, Ph.D., director of the anxiety disorders laboratory at Concordia University in Montreal. Over the past 16 years, Dugas has conducted research on the origins of GAD and has developed a CBT treatment for it, which has been validated in a number of trials. Dugas has also written a book called Cognitive-Behavioral Treatment for Generalized Anxiety Disorder: From Science to Practice, which provides a step-by-step treatment of GAD.For patients who have both GAD and depression, the best strategy is to place them on medications first and then to add CBT later, Swinson advised. The combination strategy should help alleviate both their anxiety and their depression, he indicated.Other common comorbid conditions for GAD include another anxiety disorder, alcohol abuse, personality disorders, and bipolar disorder, Swinson pointed out. ▪ ISSUES NewArchived

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.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.612
Threshold uncertainty score0.711

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.010
GPT teacher head0.286
Teacher spread0.276 · 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