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O17 Sexual health safeguarding advice line

2022· article· en· W4283028421 on OpenAlexaboutno aff
Darren Tippetts, Jane Ashby, Amy Bennett, Jillian Doran, Sarah McCarthy, Marian Nur

Bibliographic record

VenueAbstracts · 2022
Typearticle
Languageen
FieldMedicine
TopicPatient Dignity and Privacy
Canadian institutionsnot available
Fundersnot available
KeywordsSafeguardingAdvice (programming)Psychological interventionQuarter (Canadian coin)MedicineReproductive healthNursingMedical emergencyFamily medicinePsychologyComputer scienceEnvironmental healthPopulation

Abstract

fetched live from OpenAlex

<h3></h3> Introduction of a single point of contact (SPOC) safeguarding (SG) advice line for Sexual Health (SH) staff working in a large urban and peri-urban service: 12 months data. Introduction Review indicated that timely access to SG advice could be delayed, and the quality of SG advice given was variable. We introduced a single point of contact (SPOC) safeguarding (SG) advice line for Sexual Health (SH), the aim of enabling direct access to real time, high quality safeguarding advice for all clinic staff. <h3>Methods</h3> January 2021, all SG enquiries were managed via the SPOC, staffed by experienced SG leads during clinic opening times. SG advice calls were logged, recorded and analysed. <h3>Results</h3> The SG SPOC received 400 calls in the first year, increasing from 42 in the first quarter, to 132 in the 4th quarter. Themes of calls received are shown in table 1. Advice calls were received from members of the MDT. Nurses 182 (46%), Doctors 121 (30%), psychology 41 (10%) and admin staff 34 (9%). 85% of calls were between 9:00 – 17:00; calls after 17:00 were found to involve more complex issues. <h3>Discussion</h3> The SPOC was well used, and calls have increased. It has enabled staff access to standardised, expert SG advice in real-time. This has increased access to advice and prompted and supported safeguarding risk assessments, interventions and signposting of patients whilst they are present within our services. Themes of calls are used to tailor training for staff. Opportunistic teaching has improved general SG competence and supplemented formal supervision

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.418
Threshold uncertainty score0.577

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)0.0010.000

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 head0.078
GPT teacher head0.339
Teacher spread0.261 · 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 designNot applicable
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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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