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Record W4238308269 · doi:10.12927/hcq..18232

Photo Feature: What Keeps You Clowning Around?

2006· article· en· W4238308269 on OpenAlexaboutno aff

Bibliographic record

VenueHealthcare Quarterly · 2006
Typearticle
Languageen
FieldMedicine
TopicInjury Epidemiology and Prevention
Canadian institutionsnot available
Fundersnot available
KeywordsFeature (linguistics)BusinessBest practicePublic relationsPsychologyNursingMedicinePolitical scienceManagementEconomics

Abstract

fetched live from OpenAlex

Healthcare Quarterly recently asked six members of Canada's therapeutic clown community -each a nominee for the 2005 Therapeutic Clown Award -about their experiences and what makes the role so fulfilling.Their responses are as individual as their alter egos.In 1993, I presented a proposal to The Hospital for Sick Children to launch the first therapeutic clown program in Ontario.That summer, Bunky was born under the guidance of my mentor, Karen Ridd, and today Bunky is one of eight practitioners who comprise The Therapeutic Clown Program at SickKids.As staff members of the multidisciplinary team, we have demonstrated our professionalism and expertise in family-centred care.We are housed in the largest pediatric facility in Canada, out on the inpatient units, in outpatient clinics and specialized areas two days a week reaching over 10,000 children a year.My biggest pleasure continues to be helping patients with their stress of hospitalization and treatment through Bunky's light-hearted play and silliness.Offering children choices and building their self-esteem through empowerment is the ultimate.Using skills as therapeutic clowns, Bunky and all of us bring children laughter, hope, choices and most importantly, play for play's sake.Just our presence alone, being here, is the constant reminder to us all -these are children first, then sick children.Over the last 13 years, I have had the pleasure of being a pathfinder in this growing profession as it has spread across Canada.Bunky has made many lifetime friends who have supported me and The Therapeutic Clown Program at SickKids.They have made it possible, first for me, and now, us, to reach out to children and their families here at The Hospital for Sick Children.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.327
Threshold uncertainty score0.961

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.001
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.3270.085

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 head0.022
GPT teacher head0.330
Teacher spread0.309 · 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.

Study designObservational
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
Published2006
Admission routes1
Has abstractyes

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