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Record W2811058807 · doi:10.12968/bjom.2018.26.7.475

Students in practice: The role of the student support midwife

2018· article· en· W2811058807 on OpenAlexaff
Alison Power, Laura Jewell

Bibliographic record

VenueBritish Journal of Midwifery · 2018
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsUniversity Hospital Foundation
Fundersnot available
KeywordsInterimSign (mathematics)Clinical PracticePoint (geometry)Medical educationPre-RegistrationMedicineNursingObstetricsPsychologyPolitical science

Abstract

fetched live from OpenAlex

The Nursing and Midwifery Council's Standards for pre-registration midwifery education state that the balance between clinical practice and theory for pre-registration midwifery education should be no less than 50% practice and no less than 40% theory. Time spent in clinical practice should enable students to achieve the required standards to be competent and confident at the point of registration. In September 2020 ‘future proof’ standards of proficiency for registered midwives will ensure student midwives are adequately prepared to deal with the increasingly complex demands of their chosen profession. In the interim, the model of support with students being supervised by sign-off mentors will remain in place. This article will discuss how one Trust has introduced the enhanced role of student support midwife to coordinate student placements.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.005
Scholarly communication0.0070.003
Open science0.0010.011
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0080.002

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 head0.013
GPT teacher head0.339
Teacher spread0.326 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations5
Published2018
Admission routes1
Has abstractyes

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