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Record W2791772618

Price Discrimination in the United States: Why Are Pharmaceuticals Cheaper in Canada and Are Americans Seizing the Opportunities across the Border

2003· article· en· W2791772618 on OpenAlex
Farin Khosravi

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

VenueSMU Scholar (Southern Methodist University) · 2003
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicPharmaceutical Economics and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessInternational tradeEconomicsPolitical science
DOInot available

Abstract

fetched live from OpenAlex

A group of elderly citizens climbs onto a bus that was sent by their U.S. senator.At first glance, it appears to be another political candidate's effort to ensure that these senior citizens make it to the polling booths.But as the bus crosses the U.S.-Canadian border, one realizes that these riders aren't headed to their precinct polling locations.Instead, they are traveling to Canada to purchase prescription drugs!When politicians focus campaign attention on the high cost of prescription drugs, they tend to aim their message at senior citizens because that group constitutes forty two percent of the prescription drug market.'Vermont Senator Bernard Sanders, inspired some of his political colleagues to organize bus trips to take senior citizens to Canada to purchase prescription medicines, in an effort to politicize, once again, the issue of rising prescription drug costs. 2Recently, Senator Debbie Stabenow of Michigan organized such a trip.Hundreds of senior citizens from across the nation climbed aboard to ride the Rx Express from Detroit to Windsor, Canada to purchase medicines. 3 Senator Tim Johnson of South Dakota also scheduled a bus trip for senior citizens in August of 2002 to visit

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)0.003
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: Empirical
Teacher disagreement score0.785
Threshold uncertainty score0.719

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.142
GPT teacher head0.321
Teacher spread0.179 · 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