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Record W2008008050 · doi:10.1176/pn.38.21.0002

System Must Restore Medical Model, DB President Tells Lawmakers

2003· article· en· W2008008050 on OpenAlex

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePsychiatric News · 2003
Typearticle
Languageen
FieldHealth Professions
TopicHealth Services Management and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceLawLaw and economicsSociology

Abstract

fetched live from OpenAlex

Back to table of contents Previous article Next article Professional NewsFull AccessSystem Must Restore Medical Model, DB President Tells LawmakersKate MulliganKate MulliganSearch for more papers by this authorPublished Online:7 Nov 2003https://doi.org/10.1176/pn.38.21.0002Michael Engel, D.O., president of the Michigan Psychiatric Society (MPS), brought APA’s “Vision for the Mental Health System” to members of the Michigan State Senate in September.State Senate Majority Leader Ken Sikkema (R) ordered joint hearings of the Senate’s Committee on Health Policy and the Subcommittee on Community Health of the Appropriations Committee after the Detroit News published a front-page series titled “Michigan’s Mentally Ill: Crisis in Care.” The series described problems in the state’s mental health system.Engel served as medical director for two community mental health programs in Michigan and is now in private practice.He testified before the joint committee, “We are committed to the principles of community care and to the promise of recovery—yet shifting priorities and patchwork funding have set us adrift from our mission.”Engel added, “Our programs have grown and developed from an historical base that no longer fits with modern understanding and practice in psychiatric care.”Many problems grew out of the turn community mental health centers (CMHCs) took toward an emphasis on social services, rather than health care.He told the committee, “Michigan needs. . . a decisive realignment and commitment to deliver services as a responsible, professional health care organization directed by competent health care professionals. Individuals with medical and clinical training, as well as health care organization and management training, are needed at the helm of every level of our delivery system.”Engel emphasized that point in an interview with Psychiatric News. “We are dealing with a medical illness that must be stabilized before the patient can utilize social services in a meaningful way.”He also noted that a medical approach is particularly important when treating seriously mentally ill people who were released to the community with the closure of state hospitals.Engel said that according to state law, CMHC medical directors act only in an advisory capacity in terms of clinical decisions. Consequently, the CMHC directors, who are not required to be physicians, can overrule their decisions concerning medical care.He recommended to the committee the development of a “full and prepared continuum of services in which each individual enters the continuum at the level of service needed (not after failure at a lower level) and moves through, with continuity—without languishing—to an optimum level to recovery.”Engel concluded his testimony by announcing that APA had prepared “A Vision for the Mental Health System,” which had been provided to members of the joint committee and staff of the state’s Department of Mental Health and Substance Abuse.He told Psychiatric News that Sen. Thomas M. George, M.D. (R), had expressed strong support for the comments in the vision statement about mandatory treatment and about the statement as a whole.CMHC staff from around the state called Engel to commend his statements about the importance of good medicine in providing mental health services.The September 18 Detroit News reported that some senators on the committee challenged the assumptions on which health care for the mentally ill is based and financed.George pointed out that many mental patients require intensive, lifelong services. He asked, “Does managed care ever really work in the mental health arena?”Patrick Barrie, state director of mental health and substance abuse, replied that while managed care provides some savings, “it is difficult to implement.”According to the July 20 Detroit News, “Money has not followed the mentally ill” after the closure of state hospitals began in 1972. In 2001 people with mental illness comprised three-quarters of the clients in the state’s mental health system and received benefits and services totaling $860.2 million. The developmentally disabled, who were 18.4 percent of the population in the system, received benefits and services totaling $862.2 million.About 25 percent to 40 percent of the financing is “lost to administrative costs [in] a multilayered health care system where strict accounting procedures are sometimes absent.”Sen. Beverly Hammerstrom (R), chair of the joint committee, said that she expected legislation to result from the hearings. ▪ ISSUES New Archived

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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.852
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.003

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 head0.056
GPT teacher head0.424
Teacher spread0.368 · 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