Using Interpretable Machine Learning to Identify Baseline Predictive Factors of Remission and Drug Durability in Crohn's Disease Patients on Ustekinumab.

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Title: Using Interpretable Machine Learning to Identify Baseline Predictive Factors of Remission and Drug Durability in Crohn's Disease Patients on Ustekinumab.
Authors: Chaparro M; Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28006 Madrid, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain., Baston-Rey I; Complejo Hospitalario Universitario de Santiago, 15706 Santiago de Compostela, Spain., Fernández Salgado E; Complejo Hospitalario de Pontevedra, 36164 Pontevedra, Spain., González García J; Hospital Público Comarcal la Inmaculada, 04600 Almería, Spain., Ramos L; Hospital Universitario de Canarias, 38320 Tenerife, Spain., Diz-Lois Palomares MT; Hospital Universitario A Coruña, 15006 A Coruña, Spain., Argüelles-Arias F; Hospital Universitario Virgen Macarena, 41009 Seville, Spain.; Facultad de Medicina, Universidad de Sevilla, 41009 Seville, Spain., Iglesias Flores E; Hospital Universitario Reina Sofía, 14004 Córdoba, Spain., Cabello M; Hospital Universitario Virgen de Valme, 41014 Seville, Spain., Rubio Iturria S; Complejo Hospitalario de Navarra, 31008 Pamplona, Spain., Núñez Ortiz A; Hospital Universitario Virgen del Rocío, 41013 Seville, Spain., Charro M; Hospital de Barbastro, 22300 Barbastro, Spain., Ginard D; Hospital Universitario Son Espases, 07120 Palma, Spain., Dueñas Sadornil C; Hospital San Pedro de Alcántara, 10003 Cáceres, Spain., Merino Ochoa O; Hospital Universitario Cruces, 48903 Barakaldo, Spain., Busquets D; Hospital Universitari de Girona Doctor Josep Trueta, 17007 Girona, Spain., Iyo E; Hospital Comarcal de Inca, 07300 Inca, Spain., Gutiérrez Casbas A; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.; Hospital General Universitario de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 03010 Alicante, Spain., Ramírez de la Piscina P; Hospital Universitario de Araba-Txagorritxu, 01004 Vitoria-Gasteiz, Spain., Boscá-Watts MM; Hospital Clínico Universitario de Valencia, 46010 Valencia, Spain., Arroyo M; Hospital Clínico Universitario Lozano Blesa, 50009 Zaragoza, Spain., García MJ; Hospital Universitario Marqués de Valdecilla, IDIVAL, 39008 Santander, Spain., Hinojosa E; Hospital de Manises, 46940 Manises, Spain., Gordillo J; Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain., Martínez Montiel P; Hospital Universitario 12 de Octubre, 28041 Madrid, Spain., Velayos Jiménez B; Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain., Quílez Ivorra C; Hospital Marina Baixa, 03570 Villajoyosa, Spain., Vázquez Morón JM; Hospital Universitario Juan Ramón Jiménez, 21002 Huelva, Spain., Huguet JM; Hospital General Universitario de Valencia, 46014 Valencia, Spain., González-Lama Y; Hospital Universitario Puerta de Hierro, 28222 Majadahonda, Spain., Muñagorri Santos AI; Hospital Universitario de Donostia, 20014 Donostia-San Sebastián, Spain., Amo VM; Hospital Regional de Málaga, 29010 Málaga, Spain., Martín Arranz MD; Hospital Universitario de La Paz, 28046 Madrid, Spain.; Instituto de Investigación Sanitaria del Hospital La Paz (IdiPaz), 28046 Madrid, Spain., Bermejo F; Instituto de Investigación Sanitaria del Hospital La Paz (IdiPaz), 28046 Madrid, Spain.; Hospital Universitario de Fuenlabrada, 28942 Fuenlabrada, Spain., Martínez Cadilla J; Hospital Alvaro Cunqueiro, 36213 Vigo, Spain., Rubín de Célix C; Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28006 Madrid, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain., Fradejas Salazar P; Hospital Virgen de la Concha, 49022 Zamora, Spain., López San Román A; Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain., Jiménez N; Hospital General Universitario de Elche, 03203 Elche, Spain., García-López S; Hospital Universitario Miguel Servet, 50009 Zaragoza, Spain., Figuerola A; Hospital General Universitario de Castellón, 12004 Castellón de la Plana, Spain., Jiménez I; Hospital Universitario de Galdakao-Usansolo, 48960 Galdakao, Spain., Martínez Cerezo FJ; Hospital Universitario Sant Joan de Reus, 43204 Reus, Spain., Taxonera C; Hospital Clínico Universitario San Carlos, Instituto de Investigación del Hospital Clínico San Carlos [IdISSC], 28040 Madrid, Spain., Varela P; Hospital Universitario de Cabueñes, 33203 Gijón, Spain., de Francisco R; Hospital Universitario Central de Asturias, Instituto de Investigación Biosanitaria del Principado de Asturias [ISPA], 33011 Oviedo, Spain., Monfort D; Consorci Sanitari de Terrassa, 08227 Terrassa, Spain., Molina Arriero G; Complejo Hospitalario Universitario de Ferrol, 15405 Ferrol, Spain., Hernández-Camba A; Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain., García Alonso FJ; Hospital Universitario Rio Hortega, 47012 Valladolid, Spain., Van Domselaar M; Hospital Universitario de Torrejón, 28850 Torrejón de Ardoz, Spain., Pajares-Villarroya R; Hospital Universitario Infanta Sofía, 28702 San Sebastián de los Reyes, Spain., Núñez A; Hospital Clínico Universitario de Salamanca, 37007 Salamanca, Spain., Rodríguez Moranta F; Hospital Universitario Bellvitge, 08907 L'Hospitalet de Llobregat, Spain., Marín-Jiménez I; Hospital Universitario Gregorio Marañón, 28009 Madrid, Spain., Robles Alonso V; Hospital Universitario Vall d'Hebrón, 08035 Barcelona, Spain., Martín Rodríguez MDM; Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain., Camo-Monterde P; Hospital Universitario San Jorge, 22004 Huesca, Spain., García Tercero I; Hospital General Universitario Santa Lucía, 30202 Cartagena, Spain., Navarro-Llavat M; Hospital de Sant Joan Despí Moisès Broggi, 08970 Sant Joan Despí, Spain., García LA; Hospital Universitario de Burgos, 09006 Burgos, Spain., Hervías Cruz D; Hospital General Universitario de Ciudad Real, 13005 Ciudad Real, Spain., Kloss S; Janssen, EMEA, 2340 Beerse, Belgium., Passey A; Janssen, EMEA, 2340 Beerse, Belgium., Novella C; Janssen Medical Department, Paseo Doce Estrellas, 5-7, 28042 Madrid, Spain., Vispo E; Janssen Medical Department, Paseo Doce Estrellas, 5-7, 28042 Madrid, Spain., Barreiro-de Acosta M; Complejo Hospitalario Universitario de Santiago, 15706 Santiago de Compostela, Spain., Gisbert JP; Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28006 Madrid, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.
Source: Journal of clinical medicine [J Clin Med] 2022 Aug 03; Vol. 11 (15). Date of Electronic Publication: 2022 Aug 03.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101606588 Publication Model: Electronic Cited Medium: Print ISSN: 2077-0383 (Print) Linking ISSN: 20770383 NLM ISO Abbreviation: J Clin Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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An: 35956133
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  Data: Using Interpretable Machine Learning to Identify Baseline Predictive Factors of Remission and Drug Durability in Crohn's Disease Patients on Ustekinumab.
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  Data: <searchLink fieldCode="AU" term="%22Chaparro+M%22">Chaparro M</searchLink>; Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28006 Madrid, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Baston-Rey+I%22">Baston-Rey I</searchLink>; Complejo Hospitalario Universitario de Santiago, 15706 Santiago de Compostela, Spain.<br /><searchLink fieldCode="AU" term="%22Fernández+Salgado+E%22">Fernández Salgado E</searchLink>; Complejo Hospitalario de Pontevedra, 36164 Pontevedra, Spain.<br /><searchLink fieldCode="AU" term="%22González+García+J%22">González García J</searchLink>; Hospital Público Comarcal la Inmaculada, 04600 Almería, Spain.<br /><searchLink fieldCode="AU" term="%22Ramos+L%22">Ramos L</searchLink>; Hospital Universitario de Canarias, 38320 Tenerife, Spain.<br /><searchLink fieldCode="AU" term="%22Diz-Lois+Palomares+MT%22">Diz-Lois Palomares MT</searchLink>; Hospital Universitario A Coruña, 15006 A Coruña, Spain.<br /><searchLink fieldCode="AU" term="%22Argüelles-Arias+F%22">Argüelles-Arias F</searchLink>; Hospital Universitario Virgen Macarena, 41009 Seville, Spain.; Facultad de Medicina, Universidad de Sevilla, 41009 Seville, Spain.<br /><searchLink fieldCode="AU" term="%22Iglesias+Flores+E%22">Iglesias Flores E</searchLink>; Hospital Universitario Reina Sofía, 14004 Córdoba, Spain.<br /><searchLink fieldCode="AU" term="%22Cabello+M%22">Cabello M</searchLink>; Hospital Universitario Virgen de Valme, 41014 Seville, Spain.<br /><searchLink fieldCode="AU" term="%22Rubio+Iturria+S%22">Rubio Iturria S</searchLink>; Complejo Hospitalario de Navarra, 31008 Pamplona, Spain.<br /><searchLink fieldCode="AU" term="%22Núñez+Ortiz+A%22">Núñez Ortiz A</searchLink>; Hospital Universitario Virgen del Rocío, 41013 Seville, Spain.<br /><searchLink fieldCode="AU" term="%22Charro+M%22">Charro M</searchLink>; Hospital de Barbastro, 22300 Barbastro, Spain.<br /><searchLink fieldCode="AU" term="%22Ginard+D%22">Ginard D</searchLink>; Hospital Universitario Son Espases, 07120 Palma, Spain.<br /><searchLink fieldCode="AU" term="%22Dueñas+Sadornil+C%22">Dueñas Sadornil C</searchLink>; Hospital San Pedro de Alcántara, 10003 Cáceres, Spain.<br /><searchLink fieldCode="AU" term="%22Merino+Ochoa+O%22">Merino Ochoa O</searchLink>; Hospital Universitario Cruces, 48903 Barakaldo, Spain.<br /><searchLink fieldCode="AU" term="%22Busquets+D%22">Busquets D</searchLink>; Hospital Universitari de Girona Doctor Josep Trueta, 17007 Girona, Spain.<br /><searchLink fieldCode="AU" term="%22Iyo+E%22">Iyo E</searchLink>; Hospital Comarcal de Inca, 07300 Inca, Spain.<br /><searchLink fieldCode="AU" term="%22Gutiérrez+Casbas+A%22">Gutiérrez Casbas A</searchLink>; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.; Hospital General Universitario de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 03010 Alicante, Spain.<br /><searchLink fieldCode="AU" term="%22Ramírez+de+la+Piscina+P%22">Ramírez de la Piscina P</searchLink>; Hospital Universitario de Araba-Txagorritxu, 01004 Vitoria-Gasteiz, Spain.<br /><searchLink fieldCode="AU" term="%22Boscá-Watts+MM%22">Boscá-Watts MM</searchLink>; Hospital Clínico Universitario de Valencia, 46010 Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Arroyo+M%22">Arroyo M</searchLink>; Hospital Clínico Universitario Lozano Blesa, 50009 Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22García+MJ%22">García MJ</searchLink>; Hospital Universitario Marqués de Valdecilla, IDIVAL, 39008 Santander, Spain.<br /><searchLink fieldCode="AU" term="%22Hinojosa+E%22">Hinojosa E</searchLink>; Hospital de Manises, 46940 Manises, Spain.<br /><searchLink fieldCode="AU" term="%22Gordillo+J%22">Gordillo J</searchLink>; Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Martínez+Montiel+P%22">Martínez Montiel P</searchLink>; Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Velayos+Jiménez+B%22">Velayos Jiménez B</searchLink>; Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain.<br /><searchLink fieldCode="AU" term="%22Quílez+Ivorra+C%22">Quílez Ivorra C</searchLink>; Hospital Marina Baixa, 03570 Villajoyosa, Spain.<br /><searchLink fieldCode="AU" term="%22Vázquez+Morón+JM%22">Vázquez Morón JM</searchLink>; Hospital Universitario Juan Ramón Jiménez, 21002 Huelva, Spain.<br /><searchLink fieldCode="AU" term="%22Huguet+JM%22">Huguet JM</searchLink>; Hospital General Universitario de Valencia, 46014 Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22González-Lama+Y%22">González-Lama Y</searchLink>; Hospital Universitario Puerta de Hierro, 28222 Majadahonda, Spain.<br /><searchLink fieldCode="AU" term="%22Muñagorri+Santos+AI%22">Muñagorri Santos AI</searchLink>; Hospital Universitario de Donostia, 20014 Donostia-San Sebastián, Spain.<br /><searchLink fieldCode="AU" term="%22Amo+VM%22">Amo VM</searchLink>; Hospital Regional de Málaga, 29010 Málaga, Spain.<br /><searchLink fieldCode="AU" term="%22Martín+Arranz+MD%22">Martín Arranz MD</searchLink>; Hospital Universitario de La Paz, 28046 Madrid, Spain.; Instituto de Investigación Sanitaria del Hospital La Paz (IdiPaz), 28046 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Bermejo+F%22">Bermejo F</searchLink>; Instituto de Investigación Sanitaria del Hospital La Paz (IdiPaz), 28046 Madrid, Spain.; Hospital Universitario de Fuenlabrada, 28942 Fuenlabrada, Spain.<br /><searchLink fieldCode="AU" term="%22Martínez+Cadilla+J%22">Martínez Cadilla J</searchLink>; Hospital Alvaro Cunqueiro, 36213 Vigo, Spain.<br /><searchLink fieldCode="AU" term="%22Rubín+de+Célix+C%22">Rubín de Célix C</searchLink>; Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28006 Madrid, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Fradejas+Salazar+P%22">Fradejas Salazar P</searchLink>; Hospital Virgen de la Concha, 49022 Zamora, Spain.<br /><searchLink fieldCode="AU" term="%22López+San+Román+A%22">López San Román A</searchLink>; Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Jiménez+N%22">Jiménez N</searchLink>; Hospital General Universitario de Elche, 03203 Elche, Spain.<br /><searchLink fieldCode="AU" term="%22García-López+S%22">García-López S</searchLink>; Hospital Universitario Miguel Servet, 50009 Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22Figuerola+A%22">Figuerola A</searchLink>; Hospital General Universitario de Castellón, 12004 Castellón de la Plana, Spain.<br /><searchLink fieldCode="AU" term="%22Jiménez+I%22">Jiménez I</searchLink>; Hospital Universitario de Galdakao-Usansolo, 48960 Galdakao, Spain.<br /><searchLink fieldCode="AU" term="%22Martínez+Cerezo+FJ%22">Martínez Cerezo FJ</searchLink>; Hospital Universitario Sant Joan de Reus, 43204 Reus, Spain.<br /><searchLink fieldCode="AU" term="%22Taxonera+C%22">Taxonera C</searchLink>; Hospital Clínico Universitario San Carlos, Instituto de Investigación del Hospital Clínico San Carlos [IdISSC], 28040 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Varela+P%22">Varela P</searchLink>; Hospital Universitario de Cabueñes, 33203 Gijón, Spain.<br /><searchLink fieldCode="AU" term="%22de+Francisco+R%22">de Francisco R</searchLink>; Hospital Universitario Central de Asturias, Instituto de Investigación Biosanitaria del Principado de Asturias [ISPA], 33011 Oviedo, Spain.<br /><searchLink fieldCode="AU" term="%22Monfort+D%22">Monfort D</searchLink>; Consorci Sanitari de Terrassa, 08227 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Molina+Arriero+G%22">Molina Arriero G</searchLink>; Complejo Hospitalario Universitario de Ferrol, 15405 Ferrol, Spain.<br /><searchLink fieldCode="AU" term="%22Hernández-Camba+A%22">Hernández-Camba A</searchLink>; Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain.<br /><searchLink fieldCode="AU" term="%22García+Alonso+FJ%22">García Alonso FJ</searchLink>; Hospital Universitario Rio Hortega, 47012 Valladolid, Spain.<br /><searchLink fieldCode="AU" term="%22Van+Domselaar+M%22">Van Domselaar M</searchLink>; Hospital Universitario de Torrejón, 28850 Torrejón de Ardoz, Spain.<br /><searchLink fieldCode="AU" term="%22Pajares-Villarroya+R%22">Pajares-Villarroya R</searchLink>; Hospital Universitario Infanta Sofía, 28702 San Sebastián de los Reyes, Spain.<br /><searchLink fieldCode="AU" term="%22Núñez+A%22">Núñez A</searchLink>; Hospital Clínico Universitario de Salamanca, 37007 Salamanca, Spain.<br /><searchLink fieldCode="AU" term="%22Rodríguez+Moranta+F%22">Rodríguez Moranta F</searchLink>; Hospital Universitario Bellvitge, 08907 L'Hospitalet de Llobregat, Spain.<br /><searchLink fieldCode="AU" term="%22Marín-Jiménez+I%22">Marín-Jiménez I</searchLink>; Hospital Universitario Gregorio Marañón, 28009 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Robles+Alonso+V%22">Robles Alonso V</searchLink>; Hospital Universitario Vall d'Hebrón, 08035 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Martín+Rodríguez+MDM%22">Martín Rodríguez MDM</searchLink>; Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain.<br /><searchLink fieldCode="AU" term="%22Camo-Monterde+P%22">Camo-Monterde P</searchLink>; Hospital Universitario San Jorge, 22004 Huesca, Spain.<br /><searchLink fieldCode="AU" term="%22García+Tercero+I%22">García Tercero I</searchLink>; Hospital General Universitario Santa Lucía, 30202 Cartagena, Spain.<br /><searchLink fieldCode="AU" term="%22Navarro-Llavat+M%22">Navarro-Llavat M</searchLink>; Hospital de Sant Joan Despí Moisès Broggi, 08970 Sant Joan Despí, Spain.<br /><searchLink fieldCode="AU" term="%22García+LA%22">García LA</searchLink>; Hospital Universitario de Burgos, 09006 Burgos, Spain.<br /><searchLink fieldCode="AU" term="%22Hervías+Cruz+D%22">Hervías Cruz D</searchLink>; Hospital General Universitario de Ciudad Real, 13005 Ciudad Real, Spain.<br /><searchLink fieldCode="AU" term="%22Kloss+S%22">Kloss S</searchLink>; Janssen, EMEA, 2340 Beerse, Belgium.<br /><searchLink fieldCode="AU" term="%22Passey+A%22">Passey A</searchLink>; Janssen, EMEA, 2340 Beerse, Belgium.<br /><searchLink fieldCode="AU" term="%22Novella+C%22">Novella C</searchLink>; Janssen Medical Department, Paseo Doce Estrellas, 5-7, 28042 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Vispo+E%22">Vispo E</searchLink>; Janssen Medical Department, Paseo Doce Estrellas, 5-7, 28042 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Barreiro-de+Acosta+M%22">Barreiro-de Acosta M</searchLink>; Complejo Hospitalario Universitario de Santiago, 15706 Santiago de Compostela, Spain.<br /><searchLink fieldCode="AU" term="%22Gisbert+JP%22">Gisbert JP</searchLink>; Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid, 28006 Madrid, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.
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  Data: <searchLink fieldCode="JN" term="%22101606588%22">Journal of clinical medicine</searchLink> [J Clin Med] 2022 Aug 03; Vol. 11 (15). <i>Date of Electronic Publication: </i>2022 Aug 03.
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      – TitleFull: Using Interpretable Machine Learning to Identify Baseline Predictive Factors of Remission and Drug Durability in Crohn's Disease Patients on Ustekinumab.
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          Dates:
            – D: 03
              M: 08
              Text: 2022 Aug 03
              Type: published
              Y: 2022
          Identifiers:
            – Type: issn-print
              Value: 2077-0383
          Numbering:
            – Type: volume
              Value: 11
            – Type: issue
              Value: 15
          Titles:
            – TitleFull: Journal of clinical medicine
              Type: main
ResultId 1