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Record W6959805185 · doi:10.11575/prism/27189

Ontario's Leucotomy Program: The Roles of Patient, Physician, and Profession

2012· other· en· W6959805185 on OpenAlexaboutno aff

Bibliographic record

VenuePRISM (University of Calgary) · 2012
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsNucleofectionGestational periodDiafiltrationHyporeflexiaTSG101Articular cartilage damageProteogenomicsDemotion

Abstract

fetched live from OpenAlex

Psychosurgery has a long, colourful, and often tumultuous history in which it has been viewed as both a panacea and a horror-show. Although research on the topic has been conducted in the United States and Europe, very little research exists on psychosurgery in Canada. Where scholars have examined Canada, only a cursory overview of Ontario’s experience has been provided. As a result, many questions remain unanswered including how the program was administrated, how patients were chosen as candidates for the procedure, and who the leucotomized were. In order to address the gap in the literature, this thesis presents a detailed account of psychosurgery in Ontario by investigating the roles of profession, physician, and patient. The leucotomy program in Ontario began in 1941 and continued into the mid-1960s, the process used to administer the treatment was bureaucratically organized and streamlined, and over 1,400 patients were leucotomized during this controversial era.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.987
Threshold uncertainty score0.448

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0130.005
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0160.001

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 head0.009
GPT teacher head0.208
Teacher spread0.199 · 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 designQualitative
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
Published2012
Admission routes1
Has abstractyes

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