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Record W2081973042 · doi:10.1542/peds.2006-2207

Performance of a Career Development and Compensation Program at an Academic Health Science Center

2007· article· en· W2081973042 on OpenAlexaff
Hugh OʼBrodovich, Joseph Beyene, Susan Tallett, Daune MacGregor, Norman D. Rosenblum

Bibliographic record

VenuePEDIATRICS · 2007
Typearticle
Languageen
FieldMedicine
TopicHealth and Medical Research Impacts
Canadian institutionsUniversity of TorontoSickKids FoundationHospital for Sick ChildrenCanadian Paediatric Society
Fundersnot available
KeywordsMedicineCompensation (psychology)Medical educationCareer developmentHealth careFamily medicinePsychology

Abstract

fetched live from OpenAlex

OBJECTIVE: The academic physicians of our department developed a novel Career Development and Compensation Program to outline job expectations, enhance career development, and provide a peer-review process to assess performance. The Career Development and Compensation Program was founded on the principle that sustained achievement in education, clinical care, or research should be valued, supported, and rewarded in an equivalent manner and that reward for clinical work should not be limited by the focus of the university on research and education. The objective of this study was to determine whether the principles of the Career Development and Compensation Program were sustained during the initial 7 years of its implementation. METHODS: The outcome of the 7 triennial reviews that occurred from 1999 to 2005 was evaluated. For the purposes of some analyses, physicians were classified as predominately clinical (clinician-specialists and clinician-teachers), predominately education (clinician-educators), or predominately research (clinician-investigators and clinician-scientists). RESULTS: Each of the job profiles had a similar probability to increase a level within the Career Development and Compensation Program at the time of triennial review. Similarly, all 5 job profiles had a similar rate of increase in their level in relation to the total number of years of experience at an academic health science center. Neither the university academic rank nor gender of the physician affected the probability of increasing a level at the time of the triennial review. CONCLUSION: The peer-reviewed Career Development and Compensation Program recognizes sustained achievement in each area of education, clinical care, and research in an equivalent manner with no detectable effect of academic rank or gender.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.310
Threshold uncertainty score0.794

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
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 head0.178
GPT teacher head0.461
Teacher spread0.282 · 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

Citations20
Published2007
Admission routes1
Has abstractyes

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