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Record W3190400668 · doi:10.3171/2021.1.jns203929

The birth of experimental neurosurgery: Wilder Penfield at Montreal’s Royal Victoria Hospital, 1928–1934

2021· article· en· W3190400668 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of neurosurgery · 2021
Typearticle
Languageen
FieldMedicine
TopicHistory of Medical Practice
Canadian institutionsMcGill UniversityMontreal Neurological Institute and Hospital
Fundersnot available
KeywordsMedicineNeurosurgeryEpilepsyGeneral surgerySurgeryPsychiatry

Abstract

fetched live from OpenAlex

Wilder Penfield is well known as the founder of the Montreal Neurological Institute (MNI), the site of his most important contributions to the investigation and treatment of epilepsy and to our understanding of the structure-function relationship of the brain. The seeds of the MNI were sown 6 years before its opening in 1934, when Penfield accepted the position of head of the Subdepartment of Neurosurgery at McGill University's Royal Victoria Hospital (RVH). Penfield took this position because of the facilities made available to him to pursue the neuropathological research that he had undertaken with Pío del Río Hortega in Madrid, and to continue his investigation into the nature and treatment of posttraumatic epilepsy that he began with Otfrid Foerster in Breslau. Penfield and his first neurosurgical research fellows Joseph Evans, Jerzy Choróbski, Nathan Norcross, Theodore Erickson, Isadore Tarlov, and Arne Torkildsen studied the substrate of focal epilepsy, the innervation of cortical arteries, the function of the diencephalon, the microscopic structure of spinal nerve roots, and the ventricular system in health and disease. In his 6 years at the RVH, Penfield and his fellows effected a paradigm shift that saw neurosurgery pass from empirical practice to scientific discipline.

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)0.001
metaresearch head score (Gemma)0.005
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.148
Threshold uncertainty score0.720

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.015
GPT teacher head0.265
Teacher spread0.250 · 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