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Record W2952619569

American Ginseng a Genuine Traditional Chinese Medicine

2018· article· en· W2952619569 on OpenAlexaboutno aff
Josef A. Brinckmann, Linfang Huang

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGinseng Biological Effects and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsAmerican ginsengChinaCompendiumTraditional medicineGinsengTraditional Chinese medicineIndigenousMedicineGeographyAlternative medicinePolitical scienceBiologyLawEcology
DOInot available

Abstract

fetched live from OpenAlex

Commercial scale wild collection of American ginseng ( Panax quinquefolius ) roots by Indigenous Peoples for export trade to China formally began in 1718 CE in Montreal. In the 300 years since, this native North American species firmly became part of the Chinese Materia Medica. To this day, nearly all North American ginseng is exported to China (>97% of Canada’s 2015 export volume). Although there is historical record of relatively minor use in Native American medicine systems of tribes of Canada and United States, and some incorporation of use into 19th century American systems of medicine such as Thomsonian medicine and Eclectic medicine, respectively, traditional Chinese medicine is the only codified system of medicine wherein the qualities and therapeutic actions and indications of American ginseng are presently classified in a national pharmacopoeia and therapeutic compendium. Cultivation of American ginseng in the People’s Republic of China first began in 1947 but did not reach commercial scale until about 1980. Today, the Chinese medicine concept of ‘daodi’ (geo-authentic crude drugs) is even applied to American ginseng that is cultivated in certain locations in China by certain ‘traditional methods’. While cultivated American ginseng roots of all three production regions (Canada, China, and United States) are used therapeutically in Chinese medicine practice, daodi herbal medicine researchers in China are studying their differences, i.e. composition and quality variation and ecological adaptation of P. quinquefolius from different producing areas towards determining optimal site selection and production methods for cultivation of a Chinese medicine quality of American ginseng in China. Key words: Daodi - Chemoecotype - Native American Medicine - Traditional Chinese Medicine

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)0.000
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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.916
Threshold uncertainty score0.348

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.017
GPT teacher head0.288
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 designBench or experimental
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

Citations2
Published2018
Admission routes1
Has abstractyes

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