MétaCan
Menu
Back to cohort
Record W2035181869 · doi:10.1093/qjmed/hcm029

A suitable case for treatment

2007· article· en· W2035181869 on OpenAlexaboutno aff
John Launer

Bibliographic record

VenueQJM · 2007
Typearticle
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsTrainerSenior house officerOfficerQuarter (Canadian coin)General hospitalHouse officerOrder (exchange)University hospitalMedical educationMedicineFamily medicineHistoryPolitical scienceLawBusiness

Abstract

fetched live from OpenAlex

In August 1982, I finished a six-month stint as a senior house officer in obstetrics, and brought my career as a hospital doctor to an end. Since then, I have worked mainly in general practice and as an educator. I have only had the typical contacts that you would expect a GP to have with the world of hospital medicine. However, a few months ago I was asked to design some training for hospital consultants in how to carry out clinical supervision effectively. Since then, I have been visiting acute hospitals for one day a week, and talking to people involved in education there. I have been trying to find out what has changed in hospital culture during the quarter of a century since I was last familiar with it. Mostly, I have been trying to distinguish how far education in hospitals has diverged from GP education in that time. It has been a bit of a shock. Since the 1980s, GP education in Britain has been transformed beyond recognition. In order to become a GP trainer, you now have to study for at least a year, and acquire the equivalent of a postgraduate certificate in education. GP registrars are more or less supernumerary within their practices. In effect every training practice needs to be able to function without depending on its juniors, and the vast majority of GP practices do not take on registrars at all. In most circumstances, registrars are not allowed to work without continual access to their trainers for guidance and supervision. Registrars report in detail on all their difficult cases, trainers sometimes sit in on their surgeries, and both will examine video recordings of the registrar's consultations. They hold weekly tutorials together where a great deal of time is spent in thinking about reflective practice. Much of the emphasis within GP registrar training is on the intimate connection between technical skills and communication skills. The minutiae of medical decision-making (the right advice, the right prescription, the right referral) are discussed alongside the minutiae of doctor-patient interaction (the body language, the verbal cues, the pauses, the timing and the exact wording of questions). Virtually all of this seems to be absent from hospital training, with the obvious exception of a few specialized fields like psychiatry. I have quickly learned that becoming a trainer or supervisor still comes automatically with the job of hospital consultant. Many consultants are therefore in training roles by force of circumstance rather than through choice, aptitude, or even any specific training for the role. In some places, even staff-grade doctors seem to find themselves thrust into this position too. At the same time, I have found that much of the clinical service in hospitals still seems to be provided by juniors who are in effect unsupervised for much of the time. When supervision does take place, it appears to be snatched mainly in brief and often public moments, such as on a ward round or in a clinic. Some of the initiatives that have radicalized doctors’ working patterns in the last few years—including the European Working Time Directive and Hospital at Night—seem to have undermined the continuity of connection that consultants and juniors formerly had with each other. Currently there are added political and financial pressures that seem to be reducing even further the time and energy that consultants can give to training and supervision. From a GP perspective, perhaps the most striking fact is that there is little or no protected time in hospitals for discussing or digesting complex cases in a reflective way on a one-to-one basis. It seems that junior doctors can still face the most harrowing emotional and technical challenges without being able to debrief privately, to help them manage and learn from these experiences. No doubt connected with this, there seems to be little or no tradition in hospitals of emphasizing communication skills as a fundamental pre-requisite for good and safe clinical practice. In spite of a mass of evidence that you cannot offer good technical care unless you have first established what the patient actually wants from you, most of the discourse that passes for supervision in hospitals still seems to address mainly the search for the ‘right’ technical answer, as if this was something that could be determined in isolation from the beliefs or values of patients and their families, or the quality of communication that led to the diagnosis in the first place. Not everything is so grim. From the conversations I have had, and from what I have observed, I would say that some consultants remain thoroughly committed to providing good teaching and support for their juniors whenever they can. I have noticed that a sense of camaraderie and shared purpose still endures on some units, and in smaller hospital trusts. Some medical directors and chief executives do seem to understand the inseparable link between the quality of supervision and the quality of service, including job satisfaction among staff, good team-working, the reduction of serious errors and complaints, and the improvement of clinical outcome. With the changes to job structures introduced under ‘Modernizing Medical Careers’, some hospitals are genuinely beginning to treat their juniors as learners rather than workhorses, at least during their two foundation years. However, if I am frank, I would say that the culture of training and supervision in British hospitals may still be a generation behind that of general practice. It is time to bring it up to date.

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)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.032
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.001
Science and technology studies0.0110.003
Scholarly communication0.0030.005
Open science0.0030.005
Research integrity0.0320.017
Insufficient payload (model declined to judge)0.0310.004

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 head0.136
GPT teacher head0.521
Teacher spread0.385 · 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 designCase report
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

Citations2
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueQJMSame topicPrimary Care and Health OutcomesFrench-language works237,207