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Enregistrement W1986337659 · doi:10.1200/jco.2013.52.0288

Wither the Cooperative Groups?

2013· article· en· W1986337659 sur OpenAlexaboutno aff
Richard L. Schilsky

Notice bibliographique

RevueJournal of Clinical Oncology · 2013
Typearticle
Langueen
DomaineMedicine
ThématiqueCancer Treatment and Pharmacology
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicine

Résumé

récupéré en direct d'OpenAlex

The cooperative groups sponsored by the National Cancer Institute (NCI) were formed beginning in the mid-1950s and have provided a publicly funded standing infrastructure to conduct cancer clinical trials ever since (Appendix Fig A1, online only). The accomplishments of the US cooperative groups, often in collaboration with similar organizations in Europe and Canada, are notable for the development of curative therapies for most pediatric cancers; the introduction of effective combined modality treatments for many diseases, including head and neck cancer, cervical cancer, esophageal cancer, non–small-cell lung cancer, and anal cancer; the development of adjuvant chemotherapy as a standard of care for many solid tumors, particularly breast cancer and colorectal cancer; and the introduction of chemoprevention strategies for patients at high risk of developing breast and prostate cancer. The groups have also worked collaboratively with the pharmaceutical industry to introduce new cancer drugs into medical practice and to develop new indications for already approved drugs. Indeed, more than 20 new indications for cancer drugs have resulted directly from cooperative group studies. Clinical trials performed by the cooperative groups have also provided important insights into optimal scheduling and sequencing of chemotherapy drugs and the preferred route of drug administration that have established new standards of care, such as the introduction of dose-dense chemotherapy as part of adjuvant treatment of breast cancer and the demonstration of improved survival when intraperitoneal administration of chemotherapy is used for treatment of ovarian cancer. Importantly, cooperative groups have also rigorously evaluated purported advances in cancer care that were popularized by single individuals or centers and, in some cases, such as high-dose chemotherapy and autologous stem-cell transplant for breast cancer, have proven them ineffective. Finally, many important advances in supportive care for patients with cancer have come from cooperative group studies, such as the recent demonstration of the value of duloxetine to relieve symptoms of chemotherapyinduced painful peripheral neuropathy. In the current era of molecular medicine, the cooperative group biospecimen repositories, populated with specimens from clinical trial participants who received uniform treatments and have welldocumented outcomes, are invaluable resources for the development of new prognostic, predictive, and response biomarkers across a range of cancer types. These repositories will support a new generation of biomarker-driven clinical trials currently in development by the cooperative groups. And, with the heightened public interest in comparative effectiveness and cost, the cooperative groups, as publicly funded entities free from commercial bias, are ideally positioned to directly compare therapeutic approaches or drugs from competing commercial firms, combine drugs from different sponsors, develop treatments for rare diseases with small commercial markets, and rigorously examine the cost effectiveness of new treatments and their impact on patient quality of life. Beyond their scientific contributions, the cooperative groups have developed many of the standard methods to conduct multicenter clinical trials, extended clinical trials to community oncologists, and provided a fertile training ground for generations of clinical investigators and countless research staff. Despite their many contributions to cancer care and research, the cooperative groups have been subjected to scrutiny and criticism for nearly their entire existence. In the last 15 years alone, no fewer than five committees have been convened by NCI or at the request of NCI to evaluate the cooperative group program. Most recently the Institute of Medicine (IOM) of the National Academy of Sciences produced a report at the request of the NCI entitled, “A National Cancer Clinical Trials System for the 21st Century: Reinvigorating the NCI Cooperative Group Program,” which identified the many challenges faced by the cooperative groups at the present time, including stagnant funding; inefficient and redundant processes; excessive and complex government oversight, with many layers of review performed by multiple agencies; long delays in the launch of clinical trials; and increasing competition from the pharmaceutical industry for patient accrual to studies. When the IOM report was issued, the time required to activate a phase III trial in the cooperative groups averaged nearly 2 years, and JOURNAL OF CLINICAL ONCOLOGY S P E C I A L A R T I C L E VOLUME 32 NUMBER 3 JANUARY 2

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,086
score de la tête « metaresearch » (Gemma)0,253
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Commentaire · Signal consensuel: Commentaire
Score de désaccord entre enseignants0,211
Score d'incertitude au seuil0,707

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0860,253
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0030,004
Études des sciences et des technologies0,0070,007
Communication savante0,0170,030
Science ouverte0,0060,012
Intégrité de la recherche0,0180,013
Charge utile insuffisante (le modèle a refusé de juger)0,2110,086

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,172
Tête enseignante GPT0,533
Écart entre enseignants0,361 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreCommentaire

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations8
Publié2013
Routes d'admission1
Résumé présentoui

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