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Record W2135661307 · doi:10.5489/cuaj.11076

Bloodletting and the management of localized prostate cancer

2011· article· en· W2135661307 on OpenAlexaffvenue
J. Curtis Nickel

Bibliographic record

VenueCanadian Urological Association Journal · 2011
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsKingston General Hospital
Fundersnot available
KeywordsProstate cancerBloodlettingManagement of prostate cancerMedicineCancerProstateInternal medicinePathologyAlternative medicine

Abstract

fetched live from OpenAlex

Up to 150 years ago, one of the most accepted therapies for maladies of all kinds, including deadly tumours, was bloodletting.1 Multiple observations from respected clinicians and medical centres unequivocally showed that most sick patients survived after a simple bloodletting.2 It soon became a standard therapy that few clinicians would question, especially since physicians had few procedures to use for many of the illnesses of the day; they all agreed that they could not just do nothing and hope the patient could live without intervention. The clinical scientists soon figured out that they could not save all their patients with bloodletting; they learned that patients who did the best were those who were the healthiest and had the less severe disease characteristics.1–3 Controversy, however, raged between physicians and learned clinical centre, with others believing that in severe cases, abundant bloodletting appeared to work better than local bleeding.4 The duration of disease was on average shorter in those who had been bled early compared to those bled late.4 However, it became apparent that more patients who had early bloodletting died compared to those bled late. The debate, which seemed endless, concerned ideal patient selection, as well as perfecting the timing, the rate, the volume, the frequency and even the location of the procedure.3 To decrease morbidity, physicians were encouraged to use a “nerve sparing” approach to venesection.5 Although relatively safe, clinician scientists developed better “minimally invasive” ways to bloodlet (“cupping” vs. “lancing”), and although not as simple or less expensive, it seemed to provide the same benefit with less scarring and earlier recovery.6 Patients flocked to physicians who appeared to be on the cutting edge in the art, science and technology of bloodletting. However, a newer generation of clinicians began to question some of the practices of their teachers and even, to the horror and consternation of their older colleagues, wonder if bloodletting was really curing the right patients.7 Some of this younger generation of evidence-seeking physicians started reporting that patients who did not undergo the procedure did as well as those who underwent the procedure.8,9 But the older respected physicians who staked their career and reputations on bloodletting continued to insist on the benefits of this most traditional of all interventional therapies.10 Bitter disagreements and debates ensued about the proper relationship between tradition, experience, empirical observation and the clinical sciences in regard to bloodletting.11 Traditionalists firmly believed that results obtained by analyses of large groups of patients were not universally applicable to the single individual presenting in their examining room.12 The popularity of bloodletting started to decline when it was unequivocally shown that patients who had the procedure may have been harmed by it, had a slower recovery, poorer quality of life and even hastened the death of some patients who would normally have been expected to live.13,14 A number of respected physicians, including William Osler in his 1892 “The Principles and Practice of Medicine,” believed the medical profession was too hasty to abandon bloodletting and remained an advocate for selected patients, particularly young healthy patients with early disease.15 Despite being defended by some leading clinicians, bloodletting disappeared from medical practice when newer, less intrusive and more in vogue treatments (pharmaceutical concoctions based on arsenic and lead ingredients) became the latest therapeutic trend. Bloodletting, once absolutely believed to be the optimal medical/surgical procedure in terms of its perceived benefits versus it known risks, is now only a footnote in history. If you are asking yourself, what does this article have to do with the early management of prostate cancer, please reread this commentary with an open mind. Future generations of physicians will judge us by how we approach the observations, science and paradoxes that now confront us as we decide to do more good than harm for patients we are diagnosing and treating with localized prostate cancer. Let us hope that our present strategy of prostate cancer screening and management is looked on more kindly by history than it did with our bloodletting predecessors.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.017
GPT teacher head0.236
Teacher spread0.218 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2011
Admission routes2
Has abstractyes

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