Reply by Authors
Notice bibliographique
Résumé
No AccessJournal of UrologyAdult Urology1 Sep 2020Reply by Authors Wei-Lin Winnie Wang, Igor Sorokin, Ilija Aleksic, Hugh Fisher, Ronald P. Kaufman, Andrew Winer, Brian McNeill, Raavi Gupta, Derya Tilki, Neil Fleshner, Laurence Klotz, A. Gregory DiRienzo, and Martin Tenniswood Wei-Lin Winnie WangWei-Lin Winnie Wang miR Scientific LLC, Rensselaer, New York More articles by this author , Igor SorokinIgor Sorokin Division of Urology, Department of Surgery, Albany Medical College, New York Current Address: Department of Urology, UMass Memorial Medical Center, 33 Kendall St., Worcester, Massachusetts 01605. More articles by this author , Ilija AleksicIlija Aleksic Division of Urology, Department of Surgery, Albany Medical College, New York More articles by this author , Hugh FisherHugh Fisher Division of Urology, Department of Surgery, Albany Medical College, New York More articles by this author , Ronald P. KaufmanRonald P. Kaufman Division of Urology, Department of Surgery, Albany Medical College, New York More articles by this author , Andrew WinerAndrew Winer Department of Urology, SUNY Downstate Medical Center, Brooklyn, New York More articles by this author , Brian McNeillBrian McNeill Department of Urology, SUNY Downstate Medical Center, Brooklyn, New York More articles by this author , Raavi GuptaRaavi Gupta Department of Urology, SUNY Downstate Medical Center, Brooklyn, New York More articles by this author , Derya TilkiDerya Tilki Martini Klinik, University Hospital, Hamburg, Germany More articles by this author , Neil FleshnerNeil Fleshner Division of Urology, Princess Margaret Hospital, University Health Network, Toronto, Ontario, Canada More articles by this author , Laurence KlotzLaurence Klotz Division of Urology, University of Toronto, Sunnybrook Health Sciences Centre, Sunnybrook Medical Centre, Toronto, Ontario, Canada More articles by this author , A. Gregory DiRienzoA. Gregory DiRienzo miR Scientific LLC, Rensselaer, New York More articles by this author , and Martin TenniswoodMartin Tenniswood †Correspondence: miR Scientific LLC, Suite 202, 1 Discovery Drive, Rensselaer, New York 12144. miR Scientific LLC, Rensselaer, New York More articles by this author View All Author Informationhttps://doi.org/10.1097/JU.0000000000001020.02AboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareFacebookLinked InTwitterEmail "Reply by Authors." The Journal of Urology, 204(3), p. 475 © 2020 by American Urological Association Education and Research, Inc.FiguresReferencesRelatedDetails Volume 204Issue 3September 2020Page: 475-475 Advertisement Copyright & Permissions© 2020 by American Urological Association Education and Research, Inc.MetricsAuthor Information Wei-Lin Winnie Wang miR Scientific LLC, Rensselaer, New York More articles by this author Igor Sorokin Division of Urology, Department of Surgery, Albany Medical College, New York Current Address: Department of Urology, UMass Memorial Medical Center, 33 Kendall St., Worcester, Massachusetts 01605. More articles by this author Ilija Aleksic Division of Urology, Department of Surgery, Albany Medical College, New York More articles by this author Hugh Fisher Division of Urology, Department of Surgery, Albany Medical College, New York More articles by this author Ronald P. Kaufman Division of Urology, Department of Surgery, Albany Medical College, New York More articles by this author Andrew Winer Department of Urology, SUNY Downstate Medical Center, Brooklyn, New York More articles by this author Brian McNeill Department of Urology, SUNY Downstate Medical Center, Brooklyn, New York More articles by this author Raavi Gupta Department of Urology, SUNY Downstate Medical Center, Brooklyn, New York More articles by this author Derya Tilki Martini Klinik, University Hospital, Hamburg, Germany More articles by this author Neil Fleshner Division of Urology, Princess Margaret Hospital, University Health Network, Toronto, Ontario, Canada More articles by this author Laurence Klotz Division of Urology, University of Toronto, Sunnybrook Health Sciences Centre, Sunnybrook Medical Centre, Toronto, Ontario, Canada More articles by this author A. Gregory DiRienzo miR Scientific LLC, Rensselaer, New York More articles by this author Martin Tenniswood miR Scientific LLC, Rensselaer, New York †Correspondence: miR Scientific LLC, Suite 202, 1 Discovery Drive, Rensselaer, New York 12144. More articles by this author Expand All Advertisement PDF downloadLoading ...
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 | 0,003 | 0,043 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,003 | 0,002 |
| Communication savante | 0,005 | 0,005 |
| Science ouverte | 0,002 | 0,003 |
| Intégrité de la recherche | 0,017 | 0,018 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,117 | 0,088 |
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 ».