MétaCan
Menu
Back to cohort
Record W3152536698 · doi:10.4300/jgme-d-20-00774.1

Parental Leave Policies in Canadian Residency Education

2021· review· en· W3152536698 on OpenAlexaffabout
Tara Stratton, Lauren Cook‐Chaimowitz, Alim Pardhan, Natasha Snelgrove, Teresa M. Chan

Bibliographic record

VenueJournal of Graduate Medical Education · 2021
Typereview
Languageen
FieldSocial Sciences
TopicDiversity and Career in Medicine
Canadian institutionsMcMaster University
Fundersnot available
KeywordsWorkloadMaternity leaveParental leaveCLARITYFamily medicineMedicineWorkforceDuration (music)NursingMedical educationSick leavePolitical scienceManagement

Abstract

fetched live from OpenAlex

BACKGROUND: In recent decades, the gender makeup of Canadian medical residents has approached parity. As residency training years coincide closely with childbearing years and paid parental leave is associated with numerous benefits for both parents and children, it is important for there to be clarity about parental leave benefits. OBJECTIVES: We aimed to conduct a comprehensive review of maternity and parental leave policies in all residency education programs in Canada, to highlight gaps that might be improved or areas in which Canadian programs excel. METHODS: We searched websites of the 8 provincial housestaff organizations (PHOs) for information regarding pregnancy workload accommodations, maternity leave, and parental leave policies in each province in effect as of January 2020. We summarized the policies and analyzed their readability using the Flesch Reading Ease. RESULTS: All Canadian PHOs provide specific accommodations around maternity and parental leave for medical residents. All organizations offer at least 35 weeks of total leave, while only 3 PHOs offer extended leave of about 63 weeks, in line with federal regulations. All but 2 PHOs offer supplemental income to their residents, although not for the full duration of offered leave. All PHOs offer workplace accommodations for pregnant residents in their second and/or third trimester. CONCLUSIONS: Although all provinces had some form of leave, significant variability was found in the accommodations, duration of leave, and financial benefits provided to medical residents on maternity and parental leave across Canada. There is a lack of clarity in policy documents, which may be a barrier to optimal uptake.

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)0.004
metaresearch head score (Gemma)0.007
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.884
Threshold uncertainty score0.844

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.115
GPT teacher head0.459
Teacher spread0.344 · 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
GenreReview

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

Citations19
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Graduate Medical EducationSame topicDiversity and Career in MedicineFrench-language works237,207