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Record W2605245942

Mood and sexual side effects of hormonal contraception

2012· article· en· W2605245942 on OpenAlexaffvenue
Ellen Wiebe, Janusz Kaczorowski, Jacqueline MacKay

Bibliographic record

VenueCanadian Family Physician · 2012
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineRespondentMoodFamily medicineFamily planningHormonal contraceptionPopulationGynecologyPsychiatryResearch methodology
DOInot available

Abstract

fetched live from OpenAlex

Objective To explore physicians’ knowledge, attitudes, and practices related to sexual and mood side effects of hormonal contraceptives, and to compare residents with practising doctors. Design A mixed-method study with faxed or e-mailed surveys and semistructured telephone interviews. Setting British Columbia. Participants A random sample of family doctors, all gynecologists, and all residents in family medicine and gynecology in the College of Physicians and Surgeons of British Columbia registry. A subsample was interviewed. Main outcome measures Estimates of rates of mood and sexual side effects of contraceptives in the practice population and how the physicians informed and advised patients about these side effects. Results There were 79 residents and 76 practising doctors who completed the questionnaires (response rates of 42.0% and 54.7% of eligible residents and physicians, respectively). The reference sources most physicians reported using gave the rates of sexual and mood side effects of hormonal contraceptives as less than 1%, and yet only 1 (0.6%) respondent estimated similar rates for mood side effects, and 12 (7.8%) for sexual effects among their patients. The most common answers were rates of 5% to 10%, with residents reporting similar rates to practising doctors. Practising doctors were more likely to ask about sexual and mood side effects than residents were (81.1% vs 24.1% and 86.3% vs 40.5%, respectively; P < .001). Practising doctors were also more likely to recommend switching to barrier methods (37.3% vs 16.5%; P = .003) or intrauterine devices (54.7% vs 38.0%; P = .038) than residents were and more likely to give more responses to the question about how they managed sexual and mood side effects (mean of 1.7 vs 1.1 responses, P = .001). In 14 of the 15 interviews, practising doctors discussed how they had learned about side effects mainly from their patients and how this had changed their practices. Conclusion Physicians’ perceived rates of mood and sexual side effects from hormonal contraception in the general population were higher than the rate of less than 1% quoted in the product monographs. Practising doctors reported that they learned about the type, frequency, and severity of side effects from their patients.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.972
Threshold uncertainty score0.740

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 head0.014
GPT teacher head0.250
Teacher spread0.236 · 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

Citations2
Published2012
Admission routes2
Has abstractyes

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