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Record W2465381438 · doi:10.36076/ppj.2007/10/607

Physician Payment 2008 for Interventionalists:Current State of Health Care Policy

2007· article· en· W2465381438 on OpenAlex

Why this work is in the frame

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

VenuePain Physician · 2007
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Policy and Management
Canadian institutionsnot available
FundersStars FoundationGeorgetown University
KeywordsMedicineHealth carePaymentMedical prescriptionSolvencyInflation (cosmology)Actuarial scienceFamily medicineFinanceBusinessNursingEconomic growthEconomics

Abstract

fetched live from OpenAlex

Physicians in the United States have been affected by significant changes in the pattern(s) of medical practice evolving over the last several decades. These changes include new measures to 1) curb increasing costs, 2) increase access to patient care, 3) improve quality of healthcare, and 4) pay for prescription drugs. Escalating healthcare costs have focused concerns about the financial solvency of Medicare and this in turn has fostered a renewed interest in the economic basis of interventional pain management practices. The provision and systemization of healthcare in North America and several European countries are difficult enterprises to manage irrespective of whether these provisions and systems are privatized (as in the United States) or nationalized or seminationalized (as in Great Britain, Canada, Australia and France). Consequently, while many management options have been put forth, none seem to be optimally geared toward affording healthcare as a maximized individual and social good, and none have been completely enacted. The current physician fee schedule (released on July 12, 2007) includes a 9.9% cut in payment rate. Since the Medicare program was created in 1965, several methods have been used to determine physicians' rate(s) for each covered service. The sustained growth rate (SGR) system, established in 1998, has evoked negative consequences on physician payment(s). Based on the current Medicare expenditure index, practice expenses are projected to increase by 34.5% from 2002 to 2016, whereas, if actual practice inflation is considered, this increase will be 90%. This is in contrast to projected physician payment cuts that are depicted to be 51%. No doubt, this scenario will be devastating to many practices and the US medical community at large. Resolutions to this problem have been offered by MedPAC, the Government Accountability Office, physician organizations, economists, and various other interested groups. In the past, temporary measures have been proposed (and sometimes implemented) to eliminate physician payment cuts. At present, the US Senate and House of Representatives are separately working on 2 different mechanisms to address and rectify these cost-payment discrepancies. The effects of both the problem and the potential solutions on interventional pain management may be somewhat greater than those on other specialties. Physician payments in interventional pain management may evidence cuts of 10% to 15%, whereas if procedures are performed in an office setting, such cuts may range from 29% to 39% over the period of the next 3 years if the proposed 9.9% cut is not reversed. Medicare cuts also impact other insurance payments, incurring a "ripple effect" such that many insurers will seek to pay at or around the Medicare rate. In this manuscript, we discuss universal healthcare systems, the CMS proposed ruling and its attendant ripple effect(s), historical aspects of the Medicare payment system, the Sustained Growth Rate system, and the potential consequences incurred by both proposed cuts and potential solutions to the discrepant cost-payment issue(s). As well, ethical issues of policy development upon the infrastructure and practice of interventional pain management are addressed.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.964
Threshold uncertainty score0.802

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.051
GPT teacher head0.338
Teacher spread0.287 · 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