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Record W2040800498 · doi:10.1097/acm.0b013e3181c87221

Abraham Flexnerʼs “Mooted Question” and the Story of Integration

2010· article· en· W2040800498 on OpenAlexaff
J. Donald Boudreau, Eric J. Cassell

Bibliographic record

VenueAcademic Medicine · 2010
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcGill University
FundersAssociation of American Medical Colleges
KeywordsBiopsychosocial modelContext (archaeology)BioethicsPerspective (graphical)PsycheNarrativeCurriculumSubject (documents)Engineering ethicsHumanismEpistemologyPsychologyMedical humanitiesMedical educationMedicinePsychotherapistPedagogyPsychoanalysisPolitical scienceComputer scienceLaw

Abstract

fetched live from OpenAlex

Contemporary medicine is characterized by dualities. They include psyche and soma, subject and object, and, most important, science and humanism. The authors, in exploring Flexner's landmark publication, suggest that the history of curricular evolution has been marked by a quest for the integration of two knowledge bases: science and clinical medicine. They describe this goal as a preoccupation of medical educators, arguing that it was triggered, in part, by Flexner's recommendation for a two-phase curriculum. Their claim is illustrated with an analysis of motives for curricular renewal at one medical school and a review of published reports from educational opinion leaders. They discuss Flexner's conception of integration-namely, that unity could be achieved through methodology and, in particular, through inductive reasoning. They situate this perspective in the context of other purported integrative principles such as bioethics, narrative medicine, and the biopsychosocial model. They conclude by recommending an alternative framework for integration. The authors propose that a synthesis of two separate knowledge domains can be achieved through a common purpose and that, in a clinical context, that purpose is the well-being of the patient. Well-being is defined as the patient's ability to pursue achievable goals and purposes. It can be brought about by changing medicine's emphasis from the eradication of disease to the restoration of functions impaired by sickness. This idea is congruent with aspects of Flexner's understanding of medical practice, as shown in his statement that the restoration of normal functioning should be the doctor's "goal in action."

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)0.011
metaresearch head score (Gemma)0.027
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.994
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.027
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0060.054
Scholarly communication0.0080.026
Open science0.0020.008
Research integrity0.0140.022
Insufficient payload (model declined to judge)0.0030.001

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 head0.013
GPT teacher head0.355
Teacher spread0.342 · 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 designTheoretical or conceptual
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

Citations25
Published2010
Admission routes1
Has abstractyes

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