THE TIME COURSE OF THERAPEUTIC INTERVENTIONS FOR COVID-19
Notice bibliographique
Résumé
ABSTRACT BACKGROUND The spread of COVID-19 from Wuhan China, has been alarmingly rapid. Epidemiologic techniques succeeded in containing the disease in China, but efforts have not been as successful in the rest of the World, with a total of 29,155,581 confirmed cases of COVID-19, including 926,544 deaths worldwide as of September 15, 2020. Projections are for continued new infections and deaths if no effective therapeutic interventions can be initiated over the next several months. We performed a systematic review to determine the potential time course for development of treatments and vaccines, focusing on availability now and continuing in the last half of 2020. METHODS Clinical Trials We reviewed up-to-date information from several sources to identify potential treatments for COVID-19: The Reagan-Udall Expanded Access Navigator COVID-19 Treatment Hub was used to track the efforts of companies to develop agents. We focused on trials completed as of September 1, 2020 on identified agents We used several different sources: (A) covid-trials.org, then validated results on (B) clinicaltrials.gov and the (C) World Health Organization’s International Clinical Trials Registry Platform (WHO ICTRP). We excluded studies which were clearly observational, with no randomization, control, or comparison group. We further set a cutoff of 100 for numbers of subjects, since smaller trial size could lack statistical power to establish superiority of the intervention over the control. Publications We searched for published trial results on pubmed.gov and on medRxiv, the preprint server, and used a targeted Google™ search to find announcements of unpublished trial results RESULTS Clinical Trials in Recruitment As of our cutoff date of April 1, 2020, we found 409 trials meeting our minimum requirement of 100 subjects. The WHO Solidarity megatrial for hospitalized patients was launched in over 100 countries, actively comparing hydroxychloroquine (HCQ), lopanovir/ritonavir (LPV/r) alone and in combination with interferon beta-1, and remdesivir. The LPV/r alone and HCQ arms have already been discontinued. Of these, only 9 were conducted on outpatients. A few vaccine trials are hoping to complete Phase 3 enrollment by the end of the third quarter 2020, but a prolonged follow-up of patients will likely be required. Clinical trials Completed As of September 1, 2020, there were 231 trials reporting completion, Of these, only 59 studies enrolled 100 or more subjects. There were 34 trials in hospitalized patients, 9 directed at outpatients, and 8 prevention studies, Published Data As of September 1, 2020 we found 70 publications reporting findings in human studies on 13 classes of drugs and on 6 vaccines. There were 33 randomized placebo or active control studies; the rest were retrospective observational. Only seven publications dealt with outpatient care, the rest all in hospitalized patients. Available Treatments At this time, remdesivir and convalescent plasma have been granted emergency use authorization in the U.S.A., solely for hospitalized patients. There is also support for glucocorticoid treatment of the COVID-19 respiratory distress syndrome. No treatments or prophylaxis are offered for outpatients. CONCLUSION COVID-19 is propagated primarily by infected ambulatory individuals. There have been no options brought forward for prevention and non-hospital treatment with only a few randomized, controlled outpatient studies expected to yield results in time to impact on the continuing pandemic by the end of 2020. It will be necessary for public health authorities to make hard decisions, with limited data, to prevent the continued spread of the disease. The choices will be hardest when dealing with possible early release of safe and effective vaccines which would, of course, be of greatest benefit to the World’s population.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,017 | 0,075 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,003 | 0,006 |
| Bibliométrie | 0,003 | 0,005 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,003 | 0,003 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,010 | 0,001 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».