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Humanism in global oncology curricula: An emerging priority.

2019· article· en· W2971024745 on OpenAlexaff
Meredith Giuliani, Maria Athina Martimianakis, Janet Papadakos, Michaela Broadhurst, Erik W. Driessen, Janneke Frambach

Bibliographic record

VenueJournal of Clinical Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicGlobal Health and Surgery
Canadian institutionsHospital for Sick ChildrenPrincess Margaret Cancer Centre
Fundersnot available
KeywordsCurriculumHumanismMedicineCompassionMedical educationPsychologyPedagogyPolitical science

Abstract

fetched live from OpenAlex

10505 Background: Training in humanism provides the skills to achieve shared decision making with patients and their families, to navigate systems level challenges and to function positively within the healthcare team. However, there is potentially a lack of attention to humanistic competencies in global oncology curricula due to the dominance of the biomedical model in curriculum design, the challenge of assessing humanistic competencies and global cultural considerations. The aims of this study were to explore to what extent humanistic competencies are included in global oncology curricula and the nature of the humanistic competencies included. Methods: Sixteen global oncology curricula identified in a prior systematic review were analysed. The curricula were coded using the Gold Foundation’s I.E.C.A.R.E.S (Integrity, Excellence, Collaboration & compassion, Altruism, Respect & Resilience, Empathy and Service) humanistic competency framework and the CanMEDS framework. Descriptive statistics were used to describe the proportion of items attributed to each aspect of the framework. Results: 7733 curricular items were identified in the 16 curricula and 729 (9%) aligned with the I.E.C.A.R.E.S framework. The proportion of humanistic items in individual curricula ranged from 2% to 26%. The proportion of humanistic items has been increasing from the curricula published in 1980-1989 (3%) to the curricula published in 2010-2017 with a mean of 11% (4 to 25%). There was a higher proportion of humanistic competencies in curricula from the European region (9%) than in other regions. Of the humanistic items 35% were under respect, 31% under compassion, 24% under empathy, 5% were under integrity, 2% under excellence, 1% under altruism, and 1% under service. The majority of the humanistic items also aligned with the professional (35%), medical expert (31%) or communicator (26%) CanMEDS domains. Conclusions: The proportion of humanistic competencies has been increasing in global oncology curricula over time however the overall proportion remains low. Humanism is largely represented by competencies of respect, compassion and empathy and there exists a conflation between humanism and professionalism. Future global curricular efforts may benefit from attention to incorporating all aspects of humanistic competencies.

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)0.035
metaresearch head score (Gemma)0.077
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.035
Threshold uncertainty score0.187

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0350.077
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.006
Science and technology studies0.0010.004
Scholarly communication0.0080.009
Open science0.0020.007
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0100.001

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 head0.123
GPT teacher head0.545
Teacher spread0.421 · 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 designTheoretical or conceptual
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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Citations3
Published2019
Admission routes1
Has abstractyes

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