MétaCan
Menu
Back to cohort
Record W4319317305 · doi:10.18103/mra.v11i1.3558

The Practitioner’s Paradox: Conscientious but …Without Conscience

2023· article· en· W4319317305 on OpenAlexaff
Tom Koch

Bibliographic record

VenueMedical Research Archives · 2023
Typearticle
Languageen
FieldHealth Professions
TopicEthics in medical practice
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsConscienceConscientious objectorPerspective (graphical)Argument (complex analysis)PaternalismAutonomyContext (archaeology)EpistemologyReflexivityPsychologyMedicineSocial psychologySociologyLawPhilosophyPolitical scienceSocial scienceComputer science

Abstract

fetched live from OpenAlex

Over the last decade a group of moral philosophers concerned with medicine have argued, some stridently, that conscience has no place in the conscientious practice of medicine. And yet, it is hard to separate conscience from conscientiousness. This paper reviews and critiques the argument against conscience and the assumptions underlying it. It argues that it is often difficult to separate conscience, a moral perspective on appropriate practice, from the clinical knowledge and experience that practitioners possess and patients do not. The result is not paternalistic although it challenges the assumption that the patient in distress often knows best. The focus in this paper shifts from simple autonomy as a reflexive rule to the social and broadly clinical context in which decisions about procedures like abortion and medically assisted death are made.

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)0.070
metaresearch head score (Gemma)0.470
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMetaresearch, Science and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.850
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0700.470
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0120.012
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.014
Insufficient payload (model declined to judge)0.0020.010

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 head0.262
GPT teacher head0.619
Teacher spread0.357 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueMedical Research ArchivesSame topicEthics in medical practiceFrench-language works237,207