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Record W2044189281 · doi:10.3138/physio.62.2.163

Clinician's Commentary

2010· letter· en· W2044189281 on OpenAlexvenueaboutno aff
Rik Gosselink, Christophe Robbeets

Bibliographic record

VenuePhysiotherapy Canada · 2010
Typeletter
Languageen
FieldMedicine
TopicIntensive Care Unit Cognitive Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineStaffingIntensive care medicineWorkloadPopulationRespiratory carePhysical therapyNursing

Abstract

fetched live from OpenAlex

The provision of physical therapy during weekends and statutory holidays has been a long-standing topic of debate for managers of hospitals, heads of physical therapy departments, and clinicians. Many hospitals around the world provide physical therapy weekend service (PWS), mostly for (sub)acute respiratory conditions; there is significant variability in the application of and approach to this service. The very interesting paper by Hill and Brooks describes the organization and content of PWS in three tertiary hospitals in Toronto.1 Physical therapists on duty often face a high workload as a result of low staffing numbers, insufficient or incomplete information on the medical history and current status of patients, and less familiarity with specific physical therapy treatment of this population. Several issues arise in this debate: the evidence-based necessity and effectiveness of continuity of care provided by physical therapists, the costs (and cost savings!) associated with this service, and, last but not least, the efficiency of the organization of the service. Patients eligible for PWS are often, but not exclusively, suffering from (sub)acute respiratory conditions. A recent statement recommends treatment of respiratory conditions that are amendable with physical therapy, such as impaired airway secretion clearance, atelectasis, increased work of breathing, and weaning failure in critically ill adult patients.2 Continuation of this care seems obvious, but formal research evidence on the frequency of treatment, including continuation during weekend days, is scarce, though positive.3 However, the above-mentioned respiratory conditions can alter the patient's clinical status rapidly and often require intensive treatment—more treatments per day, and sometimes night treatments. Appropriate selection of patients who will benefit from (continuation of) physical therapy requires specialized physical therapists. In previous studies, respiratory physical therapy in mechanically ventilated patients did not, on average, change the duration of mechanical ventilation or ICU stay,4,5 or adversely prolonged mechanical ventilation.6 However, the major difficulty in these studies was the lack of information on patient characteristics that would have facilitated decisions on the appropriateness of physical therapy in patients ventilated for various reasons of respiratory insufficiency. Thus, as stated by Stiller, “the decision as to whether respiratory physiotherapy should be provided routinely or selectively … can, at this time, only be made by consultation between physiotherapists and other ICU staff in individual units.”7(p.1809) Indeed, appropriate use of respiratory physical therapy reduces the number of treatment sessions and subsequent costs without compromising care.8 In addition to interventions focusing on direct treatment of the respiratory condition, early ambulation and physical activity interventions with major physical therapy contribution have been shown to reduce days of mechanical ventilation, ICU stay, and hospital stay and to improve functional status.9–12 Interestingly, most of these interventions were continued for 7 days per week and were not associated with an increase in total direct hospital costs.10 Continuity of care in other conditions also contributed to transferring patients more quickly to less expensive hospital services or to early hospital discharge.10,11,13,14 Emphasis on early mobility in patients with critical illness requires a “clinical pathway” and a change in the culture of the health care team. It requires that clinicians use their time efficiently, relinquish tradition, and reprioritize direct care activities to promote optimal short- and long-term outcomes.15 This multidisciplinary team approach also includes input from physical therapists, who should take responsibility for initiating and providing early mobility and physical activity interventions.2 Specialization in physical therapy is unquestionably needed to provide adequate care for a large variety of diseases and health problems, certainly in larger tertiary hospitals. Organization of physical therapy departments varies between centralized management and decentralized (matrix- or programme-based) management; both systems have their pros and cons.16 Hill and Brooks1 observed in their survey that programme-based (decentralized) management for PWS was associated with more patient visits per hour, more patient screens, and more staff completing unpaid overtime. In addition, physical therapists on duty in the programme-based hospital focused mostly on chest conditions. Physical therapists were working in their area of expertise, and with patients who were known to them from their regular weekday shift. This allowed them to treat more patients per hour, but it should be noted that more staff were working unpaid overtime. Since the programme-based hospital had more beds, additional time was needed to take care of the higher caseload. The physical therapists at this hospital were probably attached to the patients in “their” wards; perhaps they were more likely to take responsibility for additional care needed by these patients. Although formal research is not available to determine the effectiveness of this approach, it seems likely that patients would benefit more from this service model. In recent years, the organization of physical therapy services has also been influenced by the development of “clinical pathways” in in-patient health care. Clinical pathways were developed to improve quality, efficiency, and safety of care.17,18 Multidisciplinary care in these clinical pathways requires a careful mix of centralized and decentralized organization of caregivers. Physical therapy is often part of the clinical pathway, and physical therapists are responsible for adequate implementation of care in the clinical pathway. This approach is potentially in conflict with centralized management of PWS, in which physical therapists from non-PWS wards may face difficulties in patient populations with whom they have no or limited expertise. Clustering of service areas (ICU and thoracic and cardiovascular surgery, for example) with compatible expertise and rotation constraint may reduce variance in quality of care. This approach also enlarges the pool of available expert staff for PWS and promotes continuity of optimal care in the clinical pathway. Centralized organization of physical therapy departments remains important, however, to share knowledge and expertise in professional competencies in the broader area of physical therapy. Physical therapists with different expertise in physical therapy departments, especially in large, super-specialized tertiary hospitals, should share and transfer their knowledge and expertise to enrich our professional profile, including responsibilities for optimal patient care outside of regular business hours.

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)0.012
metaresearch head score (Gemma)0.115
Version: metacan-v3-hybrid-931329e0061cValidation 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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.105
Threshold uncertainty score0.352

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.115
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0030.003
Science and technology studies0.0070.006
Scholarly communication0.0070.007
Open science0.0090.005
Research integrity0.0610.040
Insufficient payload (model declined to judge)0.1050.062

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 head0.284
Teacher spread0.275 · 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 designNot applicable
Domainnot available
GenreCommentary

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".

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Citations1
Published2010
Admission routes2
Has abstractyes

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