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Record W3111663940 · doi:10.1093/pch/pxaa122

Comprehensive sexual health assessments for adolescents

2020· article· en· W3111663940 on OpenAlexaffabout
Natasha Johnson

Bibliographic record

VenuePaediatrics & Child Health · 2020
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsCanadian Paediatric Society
Fundersnot available
KeywordsReproductive healthConfidentialityMedicineAdolescent healthHealth careSexual identityNormativePsychologyFamily medicineHuman sexualityNursingPopulationEnvironmental healthComputer securityPolitical science

Abstract

fetched live from OpenAlex

Sexual activity and experimentation are normative parts of adolescent development that may, at the same time, be associated with adverse health outcomes, including the acquisition of sexually transmitted infections, unplanned pregnancy, and teen dating violence. Anticipatory guidance regarding sexual and reproductive health for teens should address normal sexual development issues, such as identity and attractions, safe relationships, safer sex, and contraception. Health care providers can enhance the sexual education of the youth they see and help mitigate negative health outcomes. This practice point offers a '7-P' approach to ensure that health care providers obtain comprehensive sexual health assessments for adolescents. Teen issues such as identity, confidentiality, and consent, and dating violence are discussed, and Canadian Paediatric Society resources are cited to provide more detailed care pathways on related issues: contraception, pregnancy, and sexually transmitted infections.

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0090.001

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 head0.154
GPT teacher head0.455
Teacher spread0.300 · 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 designNot applicable
Domainnot available
GenreMethods

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

Citations7
Published2020
Admission routes2
Has abstractyes

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