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Record W3198772535

Being Equally Well: A national policy roadmap to better physical health care and longer lives for people living with serious mental illness

2021· article· en· W3198772535 on OpenAlexaff
Mark Morgan, Dave Peters, David Castle, Malcolm Hopwood, Chris Moy, Caitlin Fehily, Alanksha Sharma, Tetyana Rocks, Kevin Mc Namara, Lee Cobb, Maria Duggan, James Dunbar, Rosemary Calder

Bibliographic record

VenueBond University Research Portal (Bond University) · 2021
Typearticle
Languageen
FieldMedicine
TopicSchizophrenia research and treatment
Canadian institutionsUniversity of Toronto
FundersVictoria University
KeywordsMental illnessMental healthMedicineGerontologyPhysical healthPsychiatryPsychology
DOInot available

Abstract

fetched live from OpenAlex

A new report from 60 leading Australian health experts recommends major improvements to primary healthcare services in Australia to stop people with serious mental illnesses from dying between 14 and 23 years earlier than other Australians.<br/><br/>Nearly 80% of people with serious mental illness die prematurely of chronic physical health conditions that could be effectively managed and often prevented.<br/><br/>The Federal Health Minister Greg Hunt launched the Australian Health Policy Collaboration’s (AHPC) "Being Equally Well" roadmap report.<br/><br/>Developed in partnership with GPs, psychiatrists, mental-health consumers and carers, and other health professionals, the roadmap lays out changes to how medical services can work, including:<br/><br/>- implementing shared care between psychiatrists and GPs, and with pharmacists to manage mental and physical health together<br/>- mental health nurse navigators, to support people in navigating the complex health system<br/>- Medicare Benefits Scheme funding for GPs to set up dedicated supports to ensure regular health checks and screening as well as treatment of chronic conditions<br/>- ending gap payments for medication, including for cardiovascular diseases risk reduction medication and nicotine patches<br/>- establishing a federally funded national clinical quality registry to support and monitor improvements in life expectancy for people with serious mental illnesses and<br/>- establishing a national Office for Quality in Physical and Mental Healthcare Outcomes.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.342
Threshold uncertainty score0.896

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.019
GPT teacher head0.310
Teacher spread0.291 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations4
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueBond University Research Portal (Bond University)Same topicSchizophrenia research and treatmentFrench-language works237,207