{"id":"https://openalex.org/W4404085057","doi":"https://doi.org/10.3389/frai.2024.1477447","title":"Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictor","display_name":"Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictor","publication_year":2024,"publication_date":"2024-11-05","ids":{"openalex":"https://openalex.org/W4404085057","doi":"https://doi.org/10.3389/frai.2024.1477447","pmid":"https://pubmed.ncbi.nlm.nih.gov/39564457"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2024.1477447","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1477447","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1477447/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1477447/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000012641","display_name":"Jeremy A. Balch","orcid":"https://orcid.org/0000-0002-1826-7884"},"institutions":[{"id":"https://openalex.org/I2800717037","display_name":"University of Florida Health","ror":"https://ror.org/04tk2gy88","country_code":"US","type":"education","lineage":["https://openalex.org/I2800717037"]},{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeremy A. Balch","raw_affiliation_strings":["Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States","Department of Surgery, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I2800717037"]},{"raw_affiliation_string":"Department of Surgery, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114533161","display_name":"Angus Hayes Chatham","orcid":null},"institutions":[{"id":"https://openalex.org/I2800717037","display_name":"University of Florida Health","ror":"https://ror.org/04tk2gy88","country_code":"US","type":"education","lineage":["https://openalex.org/I2800717037"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Hayes Chatham","raw_affiliation_strings":["Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I2800717037"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Philip K. W. Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip K. W. Hong","raw_affiliation_strings":["Department of Surgery, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114533162","display_name":"Lauren Manganiello","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lauren Manganiello","raw_affiliation_strings":["College of Medicine, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006758257","display_name":"Naveen Baskaran","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naveen Baskaran","raw_affiliation_strings":["Department of Medicine, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016909804","display_name":"Azra Bihorac","orcid":"https://orcid.org/0000-0002-5745-2863"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Azra Bihorac","raw_affiliation_strings":["Department of Medicine, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019504069","display_name":"Benjamin Shickel","orcid":"https://orcid.org/0000-0002-5304-7027"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Shickel","raw_affiliation_strings":["Department of Medicine, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110837670","display_name":"Ray Moseley","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ray E. Moseley","raw_affiliation_strings":["Department of Medicine, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046193991","display_name":"Tyler J. Loftus","orcid":"https://orcid.org/0000-0001-5354-443X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tyler J. Loftus","raw_affiliation_strings":["Department of Surgery, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5000012641"],"corresponding_institution_ids":["https://openalex.org/I2800717037","https://openalex.org/I33213144"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":5.182,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95935403,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"1477447","last_page":"1477447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10177","display_name":"Palliative Care and End-of-Life Issues","score":0.6074000000953674,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10177","display_name":"Palliative Care and End-of-Life Issues","score":0.6074000000953674,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10827","display_name":"Patient-Provider Communication in Healthcare","score":0.07900000363588333,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11678","display_name":"Healthcare Decision-Making and Restraints","score":0.045899998396635056,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/patient-reported-outcome","display_name":"Patient-reported outcome","score":0.6502668857574463},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.47199419140815735},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4438017010688782},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.4258425831794739},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4088842272758484},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4014788269996643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38865065574645996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3720663785934448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.268101304769516},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.26278769969940186},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.08826643228530884}],"concepts":[{"id":"https://openalex.org/C2779517570","wikidata":"https://www.wikidata.org/wiki/Q7144954","display_name":"Patient-reported outcome","level":3,"score":0.6502668857574463},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.47199419140815735},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4438017010688782},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4258425831794739},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4088842272758484},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4014788269996643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38865065574645996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3720663785934448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.268101304769516},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.26278769969940186},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.08826643228530884},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/frai.2024.1477447","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1477447","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1477447/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:39564457","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39564457","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":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11573790","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11573790","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11573790/pdf/frai-07-1477447.pdf","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":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8898f2519add42ec8721393d20df11a0","is_oa":true,"landing_page_url":"https://doaj.org/article/8898f2519add42ec8721393d20df11a0","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 7 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frai.2024.1477447","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1477447","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1477447/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G2405034279","display_name":null,"funder_award_id":"K23 GM140268","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3621037137","display_name":null,"funder_award_id":"T32 GM008721","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8041629951","display_name":null,"funder_award_id":"T32 GM008721","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G8609172853","display_name":null,"funder_award_id":"R01 GM149657","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8964187743","display_name":null,"funder_award_id":"R01 GM110240","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404085057.pdf"},"referenced_works_count":103,"referenced_works":["https://openalex.org/W2000120934","https://openalex.org/W2003239095","https://openalex.org/W2005763353","https://openalex.org/W2059034217","https://openalex.org/W2063089034","https://openalex.org/W2077824631","https://openalex.org/W2100034971","https://openalex.org/W2121132283","https://openalex.org/W2126866333","https://openalex.org/W2127515011","https://openalex.org/W2142972866","https://openalex.org/W2253212846","https://openalex.org/W2339677920","https://openalex.org/W2784499877","https://openalex.org/W2807794528","https://openalex.org/W2900543659","https://openalex.org/W2909890632","https://openalex.org/W2943268500","https://openalex.org/W2946464972","https://openalex.org/W2962852077","https://openalex.org/W2978794990","https://openalex.org/W2996480032","https://openalex.org/W3019027775","https://openalex.org/W3024717600","https://openalex.org/W3033212875","https://openalex.org/W3033368973","https://openalex.org/W3044481727","https://openalex.org/W3091240630","https://openalex.org/W3095266928","https://openalex.org/W3098949126","https://openalex.org/W3117624743","https://openalex.org/W3120066136","https://openalex.org/W3125656615","https://openalex.org/W3126588032","https://openalex.org/W3130329074","https://openalex.org/W3138321717","https://openalex.org/W3138697839","https://openalex.org/W3139234154","https://openalex.org/W3163206163","https://openalex.org/W3165386375","https://openalex.org/W3165734808","https://openalex.org/W3179335035","https://openalex.org/W3184761364","https://openalex.org/W3186977077","https://openalex.org/W3195252633","https://openalex.org/W3197825861","https://openalex.org/W3197829494","https://openalex.org/W3199851744","https://openalex.org/W3203775877","https://openalex.org/W3208599524","https://openalex.org/W4200259039","https://openalex.org/W4205164650","https://openalex.org/W4205177009","https://openalex.org/W4205740570","https://openalex.org/W4206181061","https://openalex.org/W4211165067","https://openalex.org/W4220906661","https://openalex.org/W4221050442","https://openalex.org/W4224033321","https://openalex.org/W4224304870","https://openalex.org/W4224925668","https://openalex.org/W4224942868","https://openalex.org/W4226290121","https://openalex.org/W4226468891","https://openalex.org/W4239881334","https://openalex.org/W4281572581","https://openalex.org/W4281717669","https://openalex.org/W4283712203","https://openalex.org/W4283757271","https://openalex.org/W4285591535","https://openalex.org/W4288039684","https://openalex.org/W4294031274","https://openalex.org/W4307337533","https://openalex.org/W4308527160","https://openalex.org/W4309597828","https://openalex.org/W4310016555","https://openalex.org/W4315927649","https://openalex.org/W4321381297","https://openalex.org/W4321485371","https://openalex.org/W4321597200","https://openalex.org/W4324338776","https://openalex.org/W4364352126","https://openalex.org/W4367184055","https://openalex.org/W4379056907","https://openalex.org/W4383313974","https://openalex.org/W4385376332","https://openalex.org/W4385710616","https://openalex.org/W4386613685","https://openalex.org/W4387046392","https://openalex.org/W4387457016","https://openalex.org/W4387773724","https://openalex.org/W4387952984","https://openalex.org/W4388667118","https://openalex.org/W4389335560","https://openalex.org/W4389428132","https://openalex.org/W4389741659","https://openalex.org/W4389888119","https://openalex.org/W4390348085","https://openalex.org/W4390919125","https://openalex.org/W4396571304","https://openalex.org/W4400039154","https://openalex.org/W6762809764","https://openalex.org/W6858808430"],"related_works":["https://openalex.org/W2978999882","https://openalex.org/W3141031773","https://openalex.org/W1595686156","https://openalex.org/W2181392282","https://openalex.org/W2119369480","https://openalex.org/W148937441","https://openalex.org/W2048777860","https://openalex.org/W2153369162","https://openalex.org/W4367046737","https://openalex.org/W2104122207"],"abstract_inverted_index":{"Background":[0],"The":[1,268],"algorithmic":[2],"patient":[3,48,249],"preference":[4],"predictor":[5],"(PPP)":[6],"has":[7],"been":[8],"proposed":[9],"to":[10,46,80,98,104,124,211,256,275,288],"aid":[11],"in":[12,18,66],"decision":[13],"making":[14],"for":[15,33,53,69,75,213,264,291,298,303],"incapacitated":[16,81,265,304],"patients":[17,55,71,293,305],"the":[19,95,152,198,214,227,244,247,258],"absence":[20],"of":[21,89,177,230,246,260,271,279,285],"advanced":[22,307],"directives.":[23,308],"Ethical":[24],"and":[25,60,92,144,183,251,296],"legal":[26],"challenges":[27,295],"aside,":[28],"multiple":[29],"practical":[30],"barriers":[31],"exist":[32],"building":[34,299],"a":[35,77,86,108,115,133,272,300],"personalized":[36,261,301],"PPP.":[37,117,135],"Here,":[38],"we":[39],"examine":[40],"previous":[41],"work":[42],"using":[43,94,101],"machine":[44,102,122,286],"learning":[45,103,123,287],"predict":[47,105,289],"reported":[49,216],"outcome":[50],"measures":[51],"(PROMs)":[52],"capacitated":[54,70,292],"undergoing":[56],"diverse":[57],"procedures,":[58],"therapies,":[59],"life":[61,280],"events.":[62],"Demonstrating":[63],"robust":[64],"performance":[65,207],"predicting":[67],"PROMs":[68,106,165,194,225,290],"could":[72],"suggest":[73],"opportunities":[74,297],"developing":[76],"model":[78],"tailored":[79],"ones.":[82],"Methods":[83],"We":[84],"performed":[85],"scoping":[87],"review":[88],"PubMed,":[90],"Embase,":[91],"Scopus":[93],"PRISMA-ScR":[96],"guidelines":[97],"capture":[99],"studies":[100,113,120,130],"following":[107,281],"medical":[109,155],"event":[110],"alongside":[111],"qualitative":[112],"exploring":[114],"theoretical":[116,134],"Results":[118],"Sixty-eight":[119],"used":[121,158,196,221],"evaluate":[125],"PROMs;":[126],"an":[127,282],"additional":[128],"20":[129],"focused":[131],"on":[132],"For":[136],"PROMs,":[137],"orthopedic":[138],"surgeries":[139,146],"(":[140,147,160,166,171,179,186,237],"n":[141,148,161,167,172,180,187,238],"=":[142,149,162,168,173,181,188,239],"33)":[143],"spinal":[145],"12)":[150],"were":[151,195,226,235],"most":[153,228],"common":[154],"event.":[156],"Studies":[157],"demographic":[159,254],"30),":[163,182],"pre-event":[164,224],"52),":[169],"comorbidities":[170],"29),":[174],"social":[175],"determinants":[176],"health":[178],"intraoperative":[184],"variables":[185],"124)":[189],"as":[190,197],"predictors.":[191],"Thirty-four":[192],"different":[193],"target":[199],"outcome.":[200],"Evaluation":[201],"metrics":[202],"varied":[203],"by":[204],"task,":[205],"but":[206],"was":[208],"overall":[209],"poor":[210],"moderate":[212],"best":[215],"scores.":[217],"In":[218],"models":[219,263],"that":[220],"feature":[222],"importance,":[223],"predictive":[229],"post-event":[231],"PROMs.":[232],"Fairness":[233],"assessments":[234],"rare":[236],"6).":[240],"These":[241],"findings":[242],"reinforce":[243],"necessity":[245],"integrating":[248],"values":[250],"preferences,":[252],"beyond":[253],"factors,":[255],"improve":[257],"development":[259],"PPP":[262,273,302],"patients.":[266],"Conclusion":[267],"primary":[269],"objective":[270],"is":[274],"estimate":[276],"patient-reported":[277],"quality":[278],"intervention.":[283],"Use":[284],"introduces":[294],"without":[306]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
