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Record W2917493157

Summary health statistics for U.S. adults: National Health Interview Survey, 2000.

2003· article· en· W2917493157 on OpenAlexaboutno aff
John R. Pleis, Jeannine S. Schiller

Bibliographic record

VenuePubMed · 2003
Typearticle
Languageen
FieldMedicine
TopicHIV-related health complications and treatments
Canadian institutionsnot available
Fundersnot available
KeywordsNational Health Interview SurveyMarital statusResidenceMedicineHealth statisticsHealth carePopulationGerontologyQuarter (Canadian coin)DemographyFamily medicineEnvironmental healthGeography
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVES: This report presents health statistics from the 2000 National Health Interview Survey for the civilian noninstitutionalized adult population, classified by sex, age, race and Hispanic origin, poverty status, and region of residence for chronic condition prevalence, health status and limitations in activity, health care access and utilization, health behaviors, and human immunodeficiency virus (HIV) testing. Also, health statistics by education, income, health insurance coverage, marital status, and place of residence are presented for health status and limitations in activity, health care access and utilization, health behaviors, and knowledge and attitudes toward HIV. SOURCE OF DATA: The NHIS is a multistage probability sample survey conducted annually by interviewers of the U.S. Census Bureau for the National Center for Health Statistics, Centers for Disease Control and Prevention, and is representative of the civilian noninstitutionalized U.S. population. Sociodemographic data are collected for everyone in the family during face-to-face interviews with adults present at the time of the interview. The health information for adults in this report was obtained from one randomly selected adult per family. HIGHLIGHTS: In 2000, 64% of adults 18 years of age and over reported excellent or very good health. Eighteen percent of adults under 65 years of age had no health insurance coverage, and 14% of adults did not have a usual place of health care. Eleven percent of adults had ever been told by a doctor or health professional that they had heart disease, and 20% had been told on two or more visits that they had hypertension. Nearly a quarter of adults were current smokers, and 22% were former smokers. Sixty percent did not engage in any leisure-time vigorous physical activity, and, based on estimates of body mass index, 35% were overweight and 21% were obese.

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)0.002
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.775
Threshold uncertainty score0.505

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 head0.078
GPT teacher head0.349
Teacher spread0.271 · 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 designObservational
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

Citations114
Published2003
Admission routes1
Has abstractyes

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