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Record W234246041

Comment: Cilinger C. Centre Hospitalier De Chicoutimi

2006· article· en· W234246041 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDigitalGeorgetown (Georgetown University Library) · 2006
Typearticle
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
Fundersnot available
KeywordsClass actionHealth careMedicinePopulationStatutory lawGovernment (linguistics)CommissionCertificationLawPolitical scienceFamily medicineEnvironmental health
DOInot available

Abstract

fetched live from OpenAlex

According to the recent report of the Commission on the Future of Health Care in Canada, [i]n the minds of many Canadians, the quality of our health care system should be judged, first and foremost, by its ability to provide timely access to the care people need. (2) The issue of waiting times in health care will only become more significant in light of cost-constraints in the public system, the proliferation of medical technologies, and the aging population. In addition to waiting times being the subject of public policy and debate, they are also at issue in a recently commenced class action. The action arose when Anahit Cilinger, who was diagnosed with breast cancer in October 1999, was still awaiting radiation treatment in January 2000. Frustrated with waiting, Ms. Cilinger returned to her native Turkey for the treatment, which cost her approximately $12,000 USD. (3) Ms. Cilinger then initiated a class action on behalf of herself and other persons suffering from breast cancer who had been unable to obtain radiation therapy within eight weeks of surgery. The action alleged that twelve Quebec hospitals were liable for leaving patients waiting beyond what is medically recommended, in breach of their statutory obligations. The action also named the Quebec government as a defendant, for its alleged failure to provide adequate funding, resulting in the hospitals being unable to hire an adequate number of radiologists or purchase sufficient equipment. Although Biship J.C.S. certified the class action against the hospital defendants, the Court refused to allow the action to proceed against the Quebec government, a decision that was upheld on appeal. (4) Significance of the Case Although there have been numerous cases advancing claims against hospitals, this case is significant in a number of respects. Historically, the duties owed by a hospital to a patient were limited to providing adequate staff and properly maintaining the facility and equipment. Although these duties have been broadened to include a duty to establish systems for the safe operation of the hospital, (5) this has typically been limited to requiring the establishment of policies or procedures to protect against injuries. For example, in Lacombe c. Hopital Maisonneuve-Rosemont, the defendant hospital was found liable for failing to have an alarm bell available for patients waiting for treatment, and failing to have a policy instructing emergency room nurses to re-evaluate the condition of patients waiting for care. (6) In comparison, Cilinger addresses the much broader issue of hospital waiting time policies and procedures, and the reasonableness of resource allocation decisions. The possible ramifications in Cilinger are also more far-reaching. For example, the Lacombe judgment might require that the hospital formulate new policies for monitoring patients and install alarm devices. Comparatively, the result of Cilinger might be that in order to avoid liability, a hospital has to determine what the appropriate waiting times are for every available procedure, and to implement policies to ensure these appropriate times are met. In addition to examining the broader issue of hospital liability at the systemic level, this case also raises the issue of the defence of limited resources. Although the Court declined an application to join the Quebec government as a party to the proceedings, presumably the hospitals will defend any finding of negligence on the basis that limited resources precluded any higher standard of care than that which was delivered. With regard to physicians, Robertson notes that courts have accepted that the standard of care may take into account the resources and facilities available, and that if a hospital does not have a particular piece of equipment, a doctor cannot be liable for a failure to use it. However, there could be liability where a particular test is available at the hospital, but a doctor chooses not to avail herself of it for cost-containment reasons. …

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.316
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.003
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0150.001

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 head0.012
GPT teacher head0.259
Teacher spread0.247 · 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