{"id":"https://openalex.org/W2606760798","doi":"https://doi.org/10.1016/j.jamcollsurg.2017.04.007","title":"Development of a Clinically Actionable Incisional Hernia Risk Model after Colectomy Using the Healthcare Cost and Utilization Project","display_name":"Development of a Clinically Actionable Incisional Hernia Risk Model after Colectomy Using the Healthcare Cost and Utilization Project","publication_year":2017,"publication_date":"2017-04-23","ids":{"openalex":"https://openalex.org/W2606760798","doi":"https://doi.org/10.1016/j.jamcollsurg.2017.04.007","mag":"2606760798","pmid":"https://pubmed.ncbi.nlm.nih.gov/28445797"},"language":"en","primary_location":{"id":"doi:10.1016/j.jamcollsurg.2017.04.007","doi":"https://doi.org/10.1016/j.jamcollsurg.2017.04.007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jamcollsurg.2017.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S134316426","display_name":"Journal of the American College of Surgeons","issn_l":"1072-7515","issn":["1072-7515","1879-1190"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-3","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American College of Surgeons","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076353118","display_name":"Jason M. Weissler","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason M. Weissler","raw_affiliation_strings":["Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071019082","display_name":"Michael A. Lanni","orcid":"https://orcid.org/0000-0003-4312-1948","observed_orcids":["https://orcid.org/0000-0003-4312-1948"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael A. Lanni","raw_affiliation_strings":["Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024599430","display_name":"Jesse Y. Hsu","orcid":"https://orcid.org/0000-0002-1522-6534","observed_orcids":["https://orcid.org/0000-0002-1522-6534"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesse Y. Hsu","raw_affiliation_strings":["Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007861890","display_name":"Michael G. Tecce","orcid":"https://orcid.org/0000-0002-7465-1354","observed_orcids":["https://orcid.org/0000-0002-7465-1354"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael G. Tecce","raw_affiliation_strings":["Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112295930","display_name":"Martin J. Carney","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin J. Carney","raw_affiliation_strings":["Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056688528","display_name":"Rachel Rapaport Kelz","orcid":"https://orcid.org/0000-0001-6635-5961","observed_orcids":["https://orcid.org/0000-0001-6635-5961"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel R. Kelz","raw_affiliation_strings":["Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060860441","display_name":"Justin P. Fox","orcid":"https://orcid.org/0000-0001-5667-9882","observed_orcids":["https://orcid.org/0000-0001-5667-9882"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin P. Fox","raw_affiliation_strings":["Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089383748","display_name":"John Patrick Fischer","orcid":"https://orcid.org/0000-0002-0458-3034","observed_orcids":["https://orcid.org/0000-0002-0458-3034"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John P. Fischer","raw_affiliation_strings":["Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA. Electronic address: John.Fischer2@uphs.upenn.edu","Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA. Electronic address: John.Fischer2@uphs.upenn.edu","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Division of Plastic Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089383748"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":{"value":3600,"currency":"USD","value_usd":3600},"apc_paid":null,"fwci":2.8213,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.89832073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"225","issue":"2","first_page":"274","last_page":"284e1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10961","display_name":"Hernia repair and management","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10961","display_name":"Hernia repair and management","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12769","display_name":"Stoma care and complications","score":0.00570000009611249,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12020","display_name":"Enhanced Recovery After Surgery","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/incisional-hernia","display_name":"incisional hernia","score":1.0},{"id":"https://openalex.org/keywords/colectomy","display_name":"colectomy","score":0.9419999718666077},{"id":"https://openalex.org/keywords/postoperative-complications","display_name":"postoperative complications","score":0.8489999771118164},{"id":"https://openalex.org/keywords/risk-prediction-model","display_name":"risk prediction model","score":0.902999997138977},{"id":"https://openalex.org/keywords/obesity","display_name":"obesity","score":0.9869999885559082},{"id":"https://openalex.org/keywords/alcohol-abuse","display_name":"alcohol abuse","score":0.9940000176429749},{"id":"https://openalex.org/keywords/hernia-repair","display_name":"hernia repair","score":0.6629999876022339},{"id":"https://openalex.org/keywords/claims-data","display_name":"claims data","score":0.5830000042915344},{"id":"https://openalex.org/keywords/health-care-costs","display_name":"health care costs","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.9552059173583984},{"id":"https://openalex.org/C2779195980","wikidata":"https://www.wikidata.org/wiki/Q5691206","display_name":"Healthcare Cost and Utilization Project","level":3,"score":0.7250841856002808},{"id":"https://openalex.org/C2777140462","wikidata":"https://www.wikidata.org/wiki/Q2633160","display_name":"Incisional hernia","level":3,"score":0.7079612016677856},{"id":"https://openalex.org/C2776667177","wikidata":"https://www.wikidata.org/wiki/Q1779148","display_name":"Colectomy","level":4,"score":0.6981942057609558},{"id":"https://openalex.org/C156957248","wikidata":"https://www.wikidata.org/wiki/Q1862216","display_name":"Odds ratio","level":2,"score":0.6692578196525574},{"id":"https://openalex.org/C61511704","wikidata":"https://www.wikidata.org/wiki/Q1671857","display_name":"Incidence (geometry)","level":2,"score":0.5198283791542053},{"id":"https://openalex.org/C61434518","wikidata":"https://www.wikidata.org/wiki/Q932510","display_name":"General surgery","level":1,"score":0.46983975172042847},{"id":"https://openalex.org/C2779096551","wikidata":"https://www.wikidata.org/wiki/Q133076","display_name":"Hernia","level":2,"score":0.44566383957862854},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4178510904312134},{"id":"https://openalex.org/C50440223","wikidata":"https://www.wikidata.org/wiki/Q1475848","display_name":"Risk factor","level":2,"score":0.41317930817604065},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.38959166407585144},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.32628193497657776},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3206923007965088},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22439119219779968},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.1880781650543213},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.1093207597732544},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[{"descriptor_ui":"D000069290","descriptor_name":"Incisional Hernia","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D003082","descriptor_name":"Colectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015994","descriptor_name":"Incidence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017048","descriptor_name":"Health Care Costs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jamcollsurg.2017.04.007","doi":"https://doi.org/10.1016/j.jamcollsurg.2017.04.007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jamcollsurg.2017.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S134316426","display_name":"Journal of the American College of Surgeons","issn_l":"1072-7515","issn":["1072-7515","1879-1190"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-3","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American College of Surgeons","raw_type":"journal-article"},{"id":"pmid:28445797","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28445797","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,"listed_in":[],"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":"Journal of the American College of Surgeons","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":1.0,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W132911414","https://openalex.org/W1516923186","https://openalex.org/W1881133778","https://openalex.org/W1911712586","https://openalex.org/W1963493926","https://openalex.org/W1972091106","https://openalex.org/W1973575039","https://openalex.org/W1974384139","https://openalex.org/W1984321818","https://openalex.org/W1996543203","https://openalex.org/W1997764341","https://openalex.org/W2002443313","https://openalex.org/W2003548295","https://openalex.org/W2009863918","https://openalex.org/W2013573581","https://openalex.org/W2021353584","https://openalex.org/W2022471837","https://openalex.org/W2031655294","https://openalex.org/W2057780602","https://openalex.org/W2061326496","https://openalex.org/W2063519524","https://openalex.org/W2068818732","https://openalex.org/W2074730821","https://openalex.org/W2083991137","https://openalex.org/W2085575581","https://openalex.org/W2086992284","https://openalex.org/W2092183983","https://openalex.org/W2093347290","https://openalex.org/W2093867194","https://openalex.org/W2110543502","https://openalex.org/W2118814167","https://openalex.org/W2120107407","https://openalex.org/W2121737443","https://openalex.org/W2123726787","https://openalex.org/W2138898868","https://openalex.org/W2145683998","https://openalex.org/W2146050874","https://openalex.org/W2148506894","https://openalex.org/W2163572399","https://openalex.org/W2166486254","https://openalex.org/W2172918740","https://openalex.org/W2205484838","https://openalex.org/W2311071981","https://openalex.org/W2313272602","https://openalex.org/W2329701118","https://openalex.org/W2345769372","https://openalex.org/W2530095625","https://openalex.org/W2530288370","https://openalex.org/W2531020499","https://openalex.org/W2558584765","https://openalex.org/W2573357315","https://openalex.org/W2604879577","https://openalex.org/W2621278681","https://openalex.org/W4251542700"],"related_works":["https://openalex.org/W2531560437","https://openalex.org/W2329701118","https://openalex.org/W2765463520","https://openalex.org/W2530095625","https://openalex.org/W2963957246","https://openalex.org/W2759274686","https://openalex.org/W3042384831","https://openalex.org/W2897492132","https://openalex.org/W1973575039","https://openalex.org/W4382182206"],"abstract_inverted_index":{"BACKGROUND:":[0],"Incisional":[1,159],"hernia":[2,87,160,212,230],"remains":[3],"a":[4,224],"persistent":[5],"and":[6,14,33,54,79,97,102,112,124,136,194,249],"burdensome":[7],"complication":[8],"after":[9,234],"colectomy.":[10,235],"Through":[11],"individualized":[12],"risk-assessment":[13],"prediction":[15,255],"models,":[16],"we":[17],"aimed":[18],"to":[19],"improve":[20],"preoperative":[21,30,241],"risk":[22,31,115,172,242,247,254],"counseling":[23],"for":[24,60],"patients":[25,62,150,166,205,216],"undergoing":[26,63],"colectomy;":[27],"identify":[28,244],"modifiable":[29,245],"factors;":[32],"encourage":[34],"the":[35,42,51,72,93,98,106,207,251],"use":[36],"of":[37,50,76,85,154,210,228,253],"evidence-based":[38],"risk-prediction":[39],"instruments":[40],"in":[41,82,105,164],"clinical":[43],"setting.":[44],"STUDY":[45],"DESIGN:":[46],"A":[47],"retrospective":[48],"review":[49],"Healthcare":[52],"Cost":[53],"Utilization":[55],"Project":[56],"data":[57,237],"was":[58,89,116,162],"conducted":[59],"all":[61],"either":[64],"open":[65,177],"or":[66],"laparoscopic":[67],"colectomy":[68],"as":[69],"identified":[70],"through":[71],"state":[73,94,99],"inpatient":[74,95],"databases":[75,96,104],"California,":[77],"Florida,":[78],"New":[80],"York":[81],"2009.":[83],"Incidence":[84],"incisional":[86,211,229],"repair":[88,161],"collected":[90],"from":[91],"both":[92],"ambulatory":[100],"surgery":[101,111,178],"services":[103],"3":[107],"states":[108],"between":[109],"index":[110],"2011.":[113],"Hernia":[114],"calculated":[117],"with":[118],"multivariable":[119],"hierarchical":[120],"logistic":[121],"regression":[122],"modeling":[123],"validated":[125],"using":[126,231,256],"bootstrapping":[127],"techniques.":[128],"Exclusion":[129],"criteria":[130],"included":[131],"concurrent":[132],"hernia,":[133],"metastasis,":[134],"mortality,":[135],"age":[137],"younger":[138],"than":[139],"18":[140],"years.":[141],"Inflation-adjusted":[142],"expenditure":[143],"estimates":[144],"were":[145,174],"calculated.":[146],"RESULTS:":[147],"Overall,":[148],"30,741":[149],"underwent":[151],"colectomy,":[152],"one-third":[153],"these":[155],"procedures":[156],"performed":[157,163],"laparoscopically.":[158],"2,563":[165],"(8.3%)":[167],"(27-month":[168],"follow-up).":[169],"Fourteen":[170],"significant":[171],"factors":[173],"identified,":[175],"including":[176],"(odds":[179,187,197],"ratio":[180,188,198],"=":[181,189,199,202,219],"1.49;":[182,190],"p":[183,191,201],"<":[184,192],"0.0001),":[185,193],"obesity":[186],"alcohol":[195],"abuse":[196],"1.39;":[200],"0.010).":[203],"Extreme-risk":[204],"experienced":[206],"highest":[208],"incidence":[209],"(19.8%)":[213],"vs":[214],"low-risk":[215],"(3.9%)":[217],"(C-statistic":[218],"0.67).":[220],"CONCLUSIONS:":[221],"We":[222],"present":[223],"clinically":[225],"actionable":[226],"model":[227],"all-payer":[232],"claims":[233,257],"The":[236],"presented":[238],"can":[239],"structure":[240],"counseling,":[243],"patient-specific":[246],"factors,":[248],"advance":[250],"field":[252],"data.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2017-04-28T00:00:00"}