{"id":"https://openalex.org/W34211109","doi":"https://doi.org/10.1038/s41746-021-00474-9","title":"Onderkennen en oplossen van bedrijfsproblemen door boeren","display_name":"Onderkennen en oplossen van bedrijfsproblemen door boeren","publication_year":1972,"publication_date":"1972-01-01","ids":{"openalex":"https://openalex.org/W34211109","doi":"https://doi.org/10.1038/s41746-021-00474-9","mag":"34211109"},"language":"en","primary_location":{"id":"mag:34211109","is_oa":false,"landing_page_url":"http://edepot.wur.nl/45002","pdf_url":null,"source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.wur.nl/en/publications/onderkennen-en-oplossen-van-bedrijfsproblemen-door-boeren","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110608906","display_name":"B. van der Ploeg","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. van der Ploeg","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5113060636","display_name":"A.W. van den Ban","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A.W. van den Ban","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00286004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"1","first_page":"62","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11959","display_name":"Employment and Welfare Studies","score":0.7186999917030334,"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"}},"topics":[{"id":"https://openalex.org/T11959","display_name":"Employment and Welfare Studies","score":0.7186999917030334,"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/T12732","display_name":"Agriculture and Farm Safety","score":0.6949999928474426,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14424","display_name":"Economic Analysis and Policy","score":0.6179999709129333,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.26702892780303955}],"concepts":[{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.26702892780303955}],"mesh":[],"locations_count":2,"locations":[{"id":"mag:34211109","is_oa":false,"landing_page_url":"http://edepot.wur.nl/45002","pdf_url":null,"source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/358590","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/onderkennen-en-oplossen-van-bedrijfsproblemen-door-boeren","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tijdschrift voor agologie, 1, 62 - 73","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:wur:oai:library.wur.nl:wurpubs/358590","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/onderkennen-en-oplossen-van-bedrijfsproblemen-door-boeren","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tijdschrift voor agologie, 1, 62 - 73","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G6133197199","display_name":"Centre for Research Excellence in Digital Health","funder_award_id":"1134919","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"},{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2491207706","https://openalex.org/W2787806714"],"related_works":[],"abstract_inverted_index":{"As":[0,166],"healthcare":[1],"providers":[2],"receive":[3],"fixed":[4],"amounts":[5],"of":[6,110,129,155],"reimbursement":[7],"for":[8,20,192],"given":[9],"services":[10],"under":[11,83,102],"DRG":[12,16,87],"(Diagnosis-Related":[13],"Groups)":[14],"payment,":[15],"codes":[17],"are":[18],"valuable":[19],"cost":[21,55],"monitoring":[22],"and":[23,38,75,116,150,158,178],"resource":[24],"allocation.":[25],"However,":[26],"coding":[27,96,183],"is":[28],"typically":[29],"performed":[30],"retrospectively":[31],"post-discharge.":[32],"We":[33,60],"seek":[34],"to":[35,52,70,134,138,171,188,195],"predict":[36,72],"DRGs":[37,74],"DRG-based":[39],"case":[40],"mix":[41],"index":[42],"(CMI)":[43],"at":[44],"early":[45],"inpatient":[46],"admission":[47,174],"using":[48],"routine":[49],"clinical":[50],"text":[51],"estimate":[53,139],"hospital":[54],"in":[56,121,173,200],"an":[57],"acute":[58],"setting.":[59],"examined":[61],"a":[62],"deep":[63],"learning-based":[64],"natural":[65],"language":[66],"processing":[67],"(NLP)":[68],"model":[69,144,168],"automatically":[71],"per-episode":[73],"corresponding":[76],"cost-reflecting":[77,141],"weights":[78],"on":[79,114,119,125,162],"two":[80],"cohorts":[81],"(paid":[82],"Medicare":[84],"Severity":[85],"(MS)":[86],"or":[88],"All":[89],"Patient":[90],"Refined":[91],"(APR)":[92],"DRG),":[93],"without":[94],"human":[95],"efforts.":[97],"It":[98],"achieved":[99],"macro-averaged":[100],"area":[101],"the":[103,126,143,163,167],"receiver":[104],"operating":[105],"characteristic":[106],"curve":[107],"(AUC)":[108],"scores":[109],"0\u00b7871":[111],"(SD":[112],"0\u00b7011)":[113],"MS-DRG":[115],"0\u00b7884":[117],"(0\u00b7003)":[118],"APR-DRG":[120],"fivefold":[122],"cross-validation":[123],"experiments":[124],"first":[127,164],"day":[128],"ICU":[130],"admission.":[131],"When":[132],"extended":[133],"simulated":[135],"patient":[136],"populations":[137],"average":[140],"weights,":[142],"increased":[145],"its":[146],"accuracy":[147],"over":[148],"time":[149],"obtained":[151],"absolute":[152],"CMI":[153],"error":[154],"2\u00b740":[156],"(1\u00b707%)":[157],"12\u00b779%":[159],"(2\u00b731%),":[160],"respectively":[161],"day.":[165],"could":[169],"adapt":[170],"variations":[172],"time,":[175],"cohort":[176],"size,":[177],"requires":[179],"no":[180],"extra":[181],"manual":[182],"efforts,":[184],"it":[185],"shows":[186],"potential":[187],"help":[189],"estimating":[190],"costs":[191],"active":[193],"patients":[194],"support":[196],"better":[197],"operational":[198],"decision-making":[199],"hospitals.":[201]},"counts_by_year":[],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
