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Record W4406857378 · doi:10.57598/r154as

Stand van zaken van de homeopathie in België

2011· book· nl· W4406857378 on OpenAlexfundno aff
Tom De Gendt, Anja Desomer, N. Goosens, Germaine Hanquet, Christian Léonard, Raf Mertens, Julien Piérart, Jo Robays, Dominique Roberfroid, Olivier Schmitz, Imgard Vinck, Laurence Kohn

Bibliographic record

Venuenot available
Typebook
Languagenl
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsnot available
FundersUniversiteit GentUniversité Laval
KeywordsTheologyArtPhilosophy

Abstract

fetched live from OpenAlex

1 CONTEXT 2 -- 2 DOELSTELLINGEN 2 -- 3 BEPERKINGEN 3 -- 4 HOMEOPATHIE IN BELGIË: DE GEBRUIKERS, DE BEOEFENAARS, DE -- METHODEN 4 -- 4.1 TOENEMEND BEROEP OP NIET-CONVENTIONELE GENEESWIJZEN 4 -- 4.2 WIE ZIJN DE PATIËNTEN? 4 -- 4.3 WIE ZIJN DE BEOEFENAARS? 5 -- 4.4 TYPISCH ZORGTRAJECT VAN EEN PATIËNT 6 -- 4.4.1 De sprong wagen naar alternatieve geneeswijzen 6 -- 4.4.2 De consultatie 7 -- 4.5 FINANCIËLE ASPECTEN 7 -- 4.6 WAARDERING DOOR DE PATIËNTEN 8 -- 5 IS DE WERKZAAMHEID BEWEZEN? 9 -- 5.1 DE WETENSCHAPPELIJKE LITERATUUR: GEEN ENKEL BEWIJS VAN WERKZAAMHEID 9 -- 5.2 HET STANDPUNT VAN DE PATIËNTEN 9 -- 5.3 WAT ZIJN DE RISICO’S? 10 -- 6 HOE WORDT MEN HOMEOPAAT? 10 -- 7 WETTELIJK KADER 11 -- 7.1 ACHTERGROND 11 -- 7.2 DE WET “COLLA” 11 -- 7.3 GEVOLGEN VAN DE GEDEELTELIJKE UITVOERING VAN DE “WET COLLA” 13 -- 7.4 DE HOMEOPATHISCHE MIDDELEN 13 -- 8 CONCLUSIE: WAT ZIJN DE TOEKOMSTIGE UITDAGINGEN? 13 -- 9 ER IS GEEN WETENSCHAPPELIJK BEWIJS VAN KLINISCHE -- WERKZAAMHEID 14 -- 10 DE WET COLLA TOEPASSEN? 14 -- 11 DE VEILIGHEID VAN DE PATIËNTEN GARANDEREN 14 -- 12 AANBEVELINGEN 15 -- 13 REFERENTIES 15

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)0.001
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.172
Threshold uncertainty score0.343

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0240.003

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 head0.055
GPT teacher head0.313
Teacher spread0.258 · 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 designNot applicable
Domainnot available
GenreReview

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
Published2011
Admission routes1
Has abstractyes

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