{"id":"https://openalex.org/W4407631658","doi":"https://doi.org/10.1038/s41746-025-01465-w","title":"Dynamic mortality prediction in critically Ill children during interhospital transports to PICUs using explainable AI","display_name":"Dynamic mortality prediction in critically Ill children during interhospital transports to PICUs using explainable AI","publication_year":2025,"publication_date":"2025-02-17","ids":{"openalex":"https://openalex.org/W4407631658","doi":"https://doi.org/10.1038/s41746-025-01465-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/39962177"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01465-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01465-w","pdf_url":"https://www.nature.com/articles/s41746-025-01465-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01465-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008861335","display_name":"Zhiqiang Huo","orcid":"https://orcid.org/0000-0001-7705-5331"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zhiqiang Huo","raw_affiliation_strings":["Department of Population Health Sciences, King's College London, London, UK","Institute of Health Informatics, University College London, London, UK","Wolfson Institute of Population Health, Queen Mary University of London, London, UK"],"raw_orcid":"https://orcid.org/0000-0001-7705-5331","affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Institute of Health Informatics, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Wolfson Institute of Population Health, Queen Mary University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038122440","display_name":"John Booth","orcid":"https://orcid.org/0000-0003-4357-1324"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"John Booth","raw_affiliation_strings":["Digital Research Innovation and Virtual Environment (DRIVE), Great Ormond Street Hospital, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Research Innovation and Virtual Environment (DRIVE), Great Ormond Street Hospital, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210118524","https://openalex.org/I2800129641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072234007","display_name":"Thomas Monks","orcid":"https://orcid.org/0000-0003-2631-4481"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Monks","raw_affiliation_strings":["University of Exeter Medical School, Exeter, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Medical School, Exeter, UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047110419","display_name":"Philip Knight","orcid":"https://orcid.org/0009-0008-0364-8968"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Philip Knight","raw_affiliation_strings":["Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037707470","display_name":"Liam Watson","orcid":null},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liam Watson","raw_affiliation_strings":["Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050377625","display_name":"Mark Peters","orcid":"https://orcid.org/0000-0003-3653-4808"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Peters","raw_affiliation_strings":["Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK","UCL Great Ormond Street Institute of Child Health, University College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]},{"raw_affiliation_string":"UCL Great Ormond Street Institute of Child Health, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090535919","display_name":"Christina Pagel","orcid":"https://orcid.org/0000-0002-2857-1628"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christina Pagel","raw_affiliation_strings":["Clinical Operational Research Unit, University College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Operational Research Unit, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015882350","display_name":"Padmanabhan Ramnarayan","orcid":"https://orcid.org/0000-0003-0784-8154"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Padmanabhan Ramnarayan","raw_affiliation_strings":["Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK","Department of Surgery and Cancer, Imperial College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Acute Transport Service (CATS), Great Ormond Street Hospital, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Department of Surgery and Cancer, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101786299","display_name":"Kezhi Li","orcid":"https://orcid.org/0000-0003-3073-3128"},"institutions":[{"id":"https://openalex.org/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kezhi Li","raw_affiliation_strings":["Institute of Health Informatics, University College London, London, UK. ken.li@ucl.ac.uk","Institute of Health Informatics, University College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-3073-3128","affiliations":[{"raw_affiliation_string":"Institute of Health Informatics, University College London, London, UK. ken.li@ucl.ac.uk","institution_ids":["https://openalex.org/I4210142469","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Institute of Health Informatics, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5008861335"],"corresponding_institution_ids":["https://openalex.org/I166337079","https://openalex.org/I183935753","https://openalex.org/I45129253"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":10.2732,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.97955167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"108","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/critically-ill","display_name":"Critically ill","score":0.8406434059143066},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4063373804092407},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.39667078852653503},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3923777639865875},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.35784536600112915}],"concepts":[{"id":"https://openalex.org/C2991859549","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Critically ill","level":2,"score":0.8406434059143066},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4063373804092407},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.39667078852653503},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3923777639865875},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.35784536600112915}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01465-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01465-w","pdf_url":"https://www.nature.com/articles/s41746-025-01465-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:39962177","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39962177","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:03111e0ffe9942a889e4950c69558430","is_oa":false,"landing_page_url":"https://doaj.org/article/03111e0ffe9942a889e4950c69558430","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-11 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11832768","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11832768","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01465-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01465-w","pdf_url":"https://www.nature.com/articles/s41746-025-01465-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8899999856948853,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1398456444","display_name":"CHIMERA: Collaborative Healthcare Innovation through Mathematics, EngineeRing and AI","funder_award_id":"EP/T017791/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1622314995","display_name":null,"funder_award_id":"EP/T017791/1","funder_id":"https://openalex.org/F4320320286","funder_display_name":"University College London"},{"id":"https://openalex.org/G5074533595","display_name":null,"funder_award_id":"UCL-IHE-2020\\102","funder_id":"https://openalex.org/F4320320320","funder_display_name":"Rosetrees Trust"},{"id":"https://openalex.org/G7873249245","display_name":null,"funder_award_id":"EP/T017791/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G8307765838","display_name":null,"funder_award_id":"EP/T017791/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"},{"id":"https://openalex.org/F4320320286","display_name":"University College London","ror":"https://ror.org/02jx3x895"},{"id":"https://openalex.org/F4320320320","display_name":"Rosetrees Trust","ror":"https://ror.org/04e3zg361"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407631658.pdf","grobid_xml":"https://content.openalex.org/works/W4407631658.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1863824507","https://openalex.org/W1969379720","https://openalex.org/W2052159818","https://openalex.org/W2078897968","https://openalex.org/W2099458832","https://openalex.org/W2101812564","https://openalex.org/W2149303819","https://openalex.org/W2342293764","https://openalex.org/W2504576421","https://openalex.org/W2519741480","https://openalex.org/W2771850901","https://openalex.org/W2792814082","https://openalex.org/W2906812570","https://openalex.org/W2937636883","https://openalex.org/W2944344282","https://openalex.org/W2963123914","https://openalex.org/W2965780602","https://openalex.org/W2968723626","https://openalex.org/W2969097171","https://openalex.org/W2970450598","https://openalex.org/W2995313042","https://openalex.org/W3011208721","https://openalex.org/W3011812967","https://openalex.org/W3014965089","https://openalex.org/W3023935494","https://openalex.org/W3024273243","https://openalex.org/W3036689528","https://openalex.org/W3040250461","https://openalex.org/W3118478802","https://openalex.org/W3119248677","https://openalex.org/W3157536514","https://openalex.org/W3159710172","https://openalex.org/W3159875333","https://openalex.org/W3172362366","https://openalex.org/W3180745360","https://openalex.org/W4205910988","https://openalex.org/W4237818622","https://openalex.org/W4280600038","https://openalex.org/W4284886767","https://openalex.org/W4285093990","https://openalex.org/W4288068807","https://openalex.org/W4306860307","https://openalex.org/W4308409819","https://openalex.org/W4309006743","https://openalex.org/W4362597259","https://openalex.org/W4387101194","https://openalex.org/W4388931882","https://openalex.org/W4389048137","https://openalex.org/W4390616375","https://openalex.org/W4391168223","https://openalex.org/W4391751277","https://openalex.org/W4393230492","https://openalex.org/W4394910326","https://openalex.org/W4396578940","https://openalex.org/W4398237505"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W2888412288","https://openalex.org/W4248977994","https://openalex.org/W2087141122","https://openalex.org/W2382071302","https://openalex.org/W3011206692","https://openalex.org/W4407032466"],"abstract_inverted_index":{"Critically":[0],"ill":[1],"children":[2,139],"who":[3],"require":[4],"inter-hospital":[5,146],"transfers":[6],"to":[7,45,73,92],"paediatric":[8],"intensive":[9],"care":[10],"units":[11],"are":[12],"sicker":[13],"than":[14],"other":[15],"admissions":[16],"and":[17,64,85,107,121,140],"have":[18],"higher":[19],"mortality":[20,38,76,95,135],"rates.":[21],"Current":[22],"transport":[23,41,90],"practice":[24],"primarily":[25],"relies":[26],"on":[27],"early":[28],"clinical":[29],"assessments":[30],"within":[31],"the":[32,46,58,104,112],"initial":[33],"hours":[34],"of":[35,48],"transport.":[36],"Real-time":[37,61],"risk":[39,136],"during":[40,145],"is":[42],"lacking":[43],"due":[44],"absence":[47],"data-driven":[49],"assessment":[50],"tools.":[51],"Addressing":[52],"this":[53],"gap,":[54],"our":[55],"research":[56],"introduces":[57],"PROMPT":[59,79],"(Patient-centred":[60],"Outcome":[62],"monitoring":[63],"Mortality":[65],"PredicTion),":[66],"an":[67],"explainable":[68],"end-to-end":[69],"machine":[70],"learning":[71],"pipeline":[72],"forecast":[74],"30-day":[75],"risks.":[77],"The":[78,97,127],"integrates":[80],"continuous":[81],"time-series":[82],"vital":[83],"signs":[84],"medical":[86],"records":[87],"with":[88,101,115],"episode-specific":[89],"data":[91],"provide":[93],"real-time":[94],"prediction.":[96],"results":[98],"demonstrated":[99,131],"that":[100],"PROMPT,":[102],"both":[103],"random":[105],"forest":[106],"logistic":[108],"regression":[109],"models":[110],"achieved":[111],"best":[113],"performance":[114],"AUROC":[116],"0.83":[117],"(95%":[118,123],"CI:":[119,124],"0.79-0.86)":[120],"0.81":[122],"0.76-0.85),":[125],"respectively.":[126],"proposed":[128],"model":[129,143],"has":[130],"proof-of-principle":[132],"in":[133,137],"predicting":[134],"transported":[138],"providing":[141],"individual-level":[142],"interpretability":[144],"transports.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}