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Record W2591687880 · doi:10.1089/acm.2016.0232

Treatment of Depression and Anxiety by Naturopathic Physicians: An Observational Study of Naturopathic Medicine Within an Integrated Multidisciplinary Community Health Center

2017· article· en· W2591687880 on OpenAlexaff
Cindy Breed, Catherine Bereznay

Bibliographic record

VenueThe Journal of Alternative and Complementary Medicine · 2017
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsCascades (Canada)
Fundersnot available
KeywordsMedicineAnxietyDepression (economics)Observational studyContext (archaeology)PsychiatryNaturopathyPatient Health QuestionnaireFamily medicinePhysical therapyAlternative medicineInternal medicineDepressive symptoms

Abstract

fetched live from OpenAlex

OBJECTIVES: This project was designed to assess the quality of care received by patients with depression and anxiety who were seen by naturopathic physicians in a community health center. METHODS: The Natural Medicine Quality Improvement Project for the Treatment of Depression and Anxiety (NMQP-DA) was conducted over a 26-month period from December 2009 through February 2012 at HealthPoint, a non-profit, consumer-governed, community health center network located in suburban King County, Washington. A total of 112 patients enrolled in the NMQP-DA, and 60 were seen for two or more visits, thus meeting eligibility criteria for inclusion in the study. The mean number of visits was 3.3. The Patient Health Questionnaire (PHQ-9) depression screener and the Generalized Anxiety Disorder 7-item scale (GAD-7) anxiety screener were the outcome measures. RESULTS: The overall improvement in symptoms of depression and anxiety was highly significant (p < 0.0001) when comparing the group's average initial screener scores to their average final screener scores for both depression (16.4 vs. 8.6) and anxiety (12.4 vs. 7.2). The response rate, as measured by a 50% decrease in scores, for those with initial scores ≥10 was 58.6% for depression (PHQ-9) and 50% for anxiety (GAD-7). CONCLUSIONS: This study adds new data to the limited literature on the nature and effectiveness of naturopathic medicine to treat anxiety and depression in the context of an integrative community health center.

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 score0.066
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.205
GPT teacher head0.440
Teacher spread0.235 · 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

Citations13
Published2017
Admission routes1
Has abstractyes

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