Internal medicine journal
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Internal medicine journal · Jul 2024
Australian and New Zealand Society of Respiratory Science position statement for arterial blood gas sampling.
The assessment of gas exchange under varying ambient and metabolic conditions is an important and fundamental investigation of respiratory function. The gold standard is an arterial blood gas (ABG) sample; however, the procedure is not universally performed by medical scientists, is not standardised, and is typically taught by a subjective Halsted 'see one, do one' approach. ⋯ This position statement aims to minimise patient discomfort, to improve puncture success rate and reduce the potential for sample handling and analysis error. Importantly, this position statement translates to all relevant health professionals, including medical officers, scientists, nursing staff and allied health.
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Internal medicine journal · Jul 2024
Improving the performance of machine learning penicillin adverse drug reaction classification with synthetic data and transfer learning.
Machine learning may assist with the identification of potentially inappropriate penicillin allergy labels. Strategies to improve the performance of existing models for this task include the use of additional training data, synthetic data and transfer learning. ⋯ Machine learning models demonstrate high levels of accuracy in the classification and risk stratification of penicillin ADR labels using the reaction documented in the EHR. The model can be further optimised by incorporating additional training data and using transfer learning. Practical applications include automating case detection for penicillin allergy delabelling programmes.
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Internal medicine journal · Jul 2024
Oral corticosteroid stewardship: key insights from the Australasian Severe Asthma Registry.
People with severe asthma remain at risk of toxicity from maintenance oral corticosteroid (OCS) use and/or frequent OCS burst therapy. Cumulative exposures above 500-1000 mg prednisolone are associated with adverse effects, and recently OCS stewardship principles were promulgated to guide OCS prescription. ⋯ A large national asthma registry identifies exposure to toxic cumulative doses of OCS in more than a third of participants, with further subsequent cumulative dose escalation over 2 years. Steroid-sparing strategies were often not employed, highlighting the need for implementation of OCS stewardship initiatives.
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Internal medicine journal · Jul 2024
Use of kidney failure risk equation as a tool to evaluate referrals from primary care to specialist nephrology care.
With rising costs and burden of chronic kidney disease (CKD), timely referral of patients to a kidney specialist is crucial. Currently, Kidney Health Australia (KHA) uses a 'heat map' based on severity and not future risk of kidney failure, whereas the kidney failure risk equation (KFRE) score predicts future risk of progression. ⋯ KFRE could reduce referrals and be a useful tool to assist timely referrals. Using KFRE for triage may allow those patients with very low risk of future kidney failure not be referred, remaining longer in primary care, saving health resources and reducing patients' stress and wait times. Using KFRE encourages albuminuria measurement.
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Internal medicine journal · Jul 2024
Medical oncologist perceptions and willingness to participate in voluntary assisted dying in South Australia.
This study surveyed South Australian medical oncologists to capture their perceptions, willingness to participate and perceived barriers and motivations to participation in voluntary assisted dying (VAD) activities. Approximately 70% of surveyed medical oncologists reported familiarity with VAD legislation. ⋯ The top barriers to participation were lack of time and uncertainty given no prior experience. These results demonstrate both a low rate of conscientious objection and a low rate of willingness to participate at the point of VAD implementation in South Australia, and identify barriers to participation that are largely logistical.