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Record W1976585629 · doi:10.4103/2152-7806.97729

ObamaCare: Another step toward corporate socialized medicine in the US

2012· article· en· W1976585629 on OpenAlexaboutno aff
MiguelA Faria

Bibliographic record

VenueSurgical Neurology International · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Policy and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineData scienceComputer science

Abstract

fetched live from OpenAlex

The Patient Protection and Affordable Care Act (2010), more commonly referred to as ObamaCare, has become one of the most controversial pieces of legislation passed by the Democrat-controlled, 111th U.S. Congress during President Obama's administration. Despite significant political opposition and poll-after-poll evincing the American people's strong dissatisfaction with a health care plan that was correctly seen as further socializing American medicine, ObamaCare [Figure 1] was passed by the two houses of the U.S. Congress and signed into law by the president on March 23, 2010. Figure 1 U.S. President Barack Obama at the White House, flanked by activist physicians, expounding on ObamaCare (expansion of corporate socialized medicine in the U.S.) One stated goal of the plan is ostensibly to “expand access to insurance for nearly 30 million Americans.” And to accomplish this “reform,” the Obama administration has introduced the elements of compulsion — and more ominously, unconstitutional powers. To increase access to insurance for 30 million uninsured Americans, ObamaCare forces insurance companies and managed care plans to extend coverage to people with pre-existing conditions; in effect, converting conventional rules of indemnity coverage (i.e., coverage for unforeseen medical illnesses and injuries) into prepayment for chronic medical care. But perhaps the most egregious section of ObamaCare is to force uninsured Americans to purchase medical insurance. Noncompliance with this “reform” will trigger heavy fines imposed by the federal government as a penalty. This is referred to as the health insurance mandate, and it is quite different from National Health Insurance as in Canada,[2,3,11] National Health Service as in Great Britain,[6] or socialized medicine in France, Germany, and Japan.[12,16] Thus, I make a relative distinction between the Obama administration's plan for health care as corporate socialized medicine (i.e., public-private, corporativist partnerships) and the fully socialized medicine as in most European countries.[7–10] The price of socialized medicine in every country in which it has been implemented is the usurpation of liberty, the erosion of individual autonomy, the gradual loss of the freedom to choose – working in parallel with the rationing of medical services and technology because the raison d’etre of socialism is to control the population by depriving the people of freedom and keeping them subservient and dependent on the State. The free enterprise system in the United States has traditionally relied on free choice in a free market place, whether we are talking about buying a home, an automobile, computers – or medical care. Government compulsion and social engineering are not well received by free marketeers and individualists in our society. Small steps, incremental “reforms,” have taken place in American medicine via increased rules and regulations regarding utilization and rationing of services, coverage, payments to physicians, etc. But further large-scale attempts to socialize American medicine have been repeatedly defeated since 1965, when Medicare (i.e., health care for the elderly) and Medicaid (i.e., health care for the indigent) were instituted.[4,5,9] A good example of this rejection of socialized medicine was the failed attempt by President Bill Clinton to revamp the U.S. health care system in 1993–1994. The Health Security Act of 1993 was a grandiose effort to further socialized American medicine in a corporativist direction,[8–10] and was dubbed “HillaryCare” because the effort was led by former First Lady Hillary Clinton [Figure 2], who serves today as President Barack Obama's Secretary of State. Figure 2 Hillary Rodham Clinton during the health care debate of 1993

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)0.005
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.023
Threshold uncertainty score0.076

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0040.006
Scholarly communication0.0070.007
Open science0.0010.007
Research integrity0.0100.010
Insufficient payload (model declined to judge)0.0230.003

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 head0.116
GPT teacher head0.313
Teacher spread0.197 · 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 designTheoretical or conceptual
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".

Quick stats

Citations4
Published2012
Admission routes1
Has abstractyes

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