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Offering Welcome in the Kingdom of the Sick: A Physician Guide to Hospitality

2019· dataset· en· W4236898112 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAuthorea · 2019
Typedataset
Languageen
FieldMedicine
TopicEthics and Legal Issues in Pediatric Healthcare
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsHospitalityContext (archaeology)DilemmaVulnerability (computing)Perspective (graphical)BurnoutAltruism (biology)MedicineNarrativeConsistency (knowledge bases)PsychologyNursingPublic relationsSocial psychologyPolitical scienceEpistemologyHistoryLaw

Abstract

fetched live from OpenAlex

The onset of acute illness may be accompanied by a profound sense of disorientation for patients. Addressing this vulnerability is a key part of a physician’s purview, yet well-intended efforts to do so may be impeded by myriad competing tasks in clinical practice. Resolving this dilemma goes beyond appealing to altruism, as its limitless demands may lead to physician burnout, disillusionment, and a narrowed focus on the biomedical aspects of care in the interest of self-preservation. The authors propose an ethic of hospitality that may better guide physicians in attending to the comprehensive needs of patients that have entered “the kingdom of the sick”. Using philosophical methods, the authors explore what compels people to present to emergent medical attention and why altruism may not offer physicians a sustainable way to address the vulnerabilities that occur in such situations. They then present the concept of hospitality from a Derridean perspective and use it to interpret a narrative case of an on-call paediatrician caring for an infant with bronchiolitis to demonstrate how this approach may be practically implemented in the acute care hospital context. Hospitality allows physicians to acknowledge that clinical presentations that are routine in their world may be disorienting and frightening to patients experiencing them acutely. Further, it recognizes that the vulnerability that accompanies acute illness may be compounded by the unfamiliarity of the hospital environment in which patients have sought support. While it is unlikely that anything physicians do will make the hospital a place where patients and caregivers will desire to be, hospitality may focus their efforts upon making it less unwelcoming. Specifically, it offers an orientation that supports patients in navigating the disorienting and unfamiliar terrains of acute illness, the hospital setting in which help is sought, and engagement with the health care system writ large.

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.

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)0.002
metaresearch head score (Gemma)0.001
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: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.302
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
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 head0.055
GPT teacher head0.401
Teacher spread0.346 · 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