MétaCan
Menu
Back to cohort

Compassion, Necessity, and the Pharmakon of the Health Humanities

2016· article· en· W4400610496 on OpenAlexaffvenue
Graham McCaffrey

Bibliographic record

VenueJournal of Applied Hermeneutics · 2016
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsCompassionMedical humanitiesHumanitiesThe artsReading (process)SociologyEpistemologyPhilosophyMedicineArtMedical educationVisual artsTheologyLinguistics

Abstract

fetched live from OpenAlex

Health humanities is an emergent interdisciplinary field drawing on existing traditions of using resources from the arts and humanities in the education of health professionals. Cultivation of compassion is often cited, though not without some debate, as a fit goal for the health humanities. In this paper, I undertake a critical reappraisal of the presumed link between health humanities and compassion. Firstly, I propose a model of the health humanities that takes up Derrida’s figure of the pharmakon, as polyvalent medicine or poison (among other meanings). Unlike Derrida, however, I treat the pharmakon as a substance, even when referring to arts and humanities. I then offer examples of negative effects of the pharmakon that both attest to its potency and unsettle comfortable assumptions that it is necessarily benign. Finally, I take up themes from Simone Weil’s reading of the Iliad to propose that necessity may be a useful alternative, or addition, to the ways we think about the goals of the health humanities

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)0.007
metaresearch head score (Gemma)0.008
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.083
Scholarly communication0.0080.011
Open science0.0010.009
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.308
Teacher spread0.280 · 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".

Quick stats

Citations1
Published2016
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Applied HermeneuticsSame topicEmpathy and Medical EducationFrench-language works237,207