{"id":"https://openalex.org/W7223083686","doi":"https://doi.org/10.5281/zenodo.23543302","title":"Artificial Intelligence Governance of Emergency Blood Bank Inventory Models Under Unmeasured Transfusion Committee Emergency Release Latitude: A Healthcare Political Robustness Evaluation","display_name":"Artificial Intelligence Governance of Emergency Blood Bank Inventory Models Under Unmeasured Transfusion Committee Emergency Release Latitude: A Healthcare Political Robustness Evaluation","publication_year":2026,"publication_date":"2026-10-21","ids":{"openalex":"https://openalex.org/W7223083686","doi":"https://doi.org/10.5281/zenodo.23543302"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23543302","doi":"https://doi.org/10.5281/zenodo.23543302","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23543302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23543302","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5159163890","display_name":"Sipho Thembinkosi Ndlovu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Ndlovu, Sipho Mxolisi","raw_affiliation_strings":["University of Cape Town"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cape Town","institution_ids":["https://openalex.org/I157614274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5159163890"],"corresponding_institution_ids":["https://openalex.org/I157614274"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77434881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12735","display_name":"Blood donation and transfusion practices","score":0.739300012588501,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T12735","display_name":"Blood donation and transfusion practices","score":0.739300012588501,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T10693","display_name":"Blood transfusion and management","score":0.029100000858306885,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.017899999395012856,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/ai-governance","display_name":"AI governance","score":0.8579999804496765},{"id":"https://openalex.org/keywords/before-after-control-impact-design","display_name":"before-after-control-impact design","score":0.8090000152587891},{"id":"https://openalex.org/keywords/omitted-variable-bias","display_name":"omitted variable bias","score":0.8050000071525574},{"id":"https://openalex.org/keywords/robustness-of-estimators","display_name":"estimator robustness","score":0.5669999718666077},{"id":"https://openalex.org/keywords/cluster-sampling","display_name":"cluster sampling","score":0.4410000145435333},{"id":"https://openalex.org/keywords/minimum-detectable-effect","display_name":"minimum detectable effect","score":0.7580000162124634},{"id":"https://openalex.org/keywords/blood-inventory-management","display_name":"blood inventory management","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5910000205039978},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.46720001101493835},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.43799999356269836},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.43479999899864197},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.4196999967098236},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.39800000190734863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38989999890327454},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.3779999911785126},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.3402999937534332},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.3375000059604645},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3264999985694885},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C2776034101","wikidata":"https://www.wikidata.org/wiki/Q1509347","display_name":"Commission","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3001999855041504},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C2777402642","wikidata":"https://www.wikidata.org/wiki/Q2557224","display_name":"Explanatory power","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2800999879837036},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.27950000762939453},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C2776289891","wikidata":"https://www.wikidata.org/wiki/Q1931511","display_name":"Neglect","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C100243477","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Welfare","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.2547000050544739},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2535000145435333}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23543302","doi":"https://doi.org/10.5281/zenodo.23543302","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23543302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.23543303","doi":"https://doi.org/10.5281/zenodo.23543303","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23543303","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23543302","doi":"https://doi.org/10.5281/zenodo.23543302","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23543302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8048999905586243,"display_name":"Good health and well-being"},{"id":"https://metadata.un.org/sdg/16","score":0.47620001435279846,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7223143836","https://openalex.org/W7223124366","https://openalex.org/W7223151282","https://openalex.org/W7223140930","https://openalex.org/W7223115908","https://openalex.org/W7223148534","https://openalex.org/W7223232377","https://openalex.org/W7223115143","https://openalex.org/W7129648651","https://openalex.org/W4417333662"],"abstract_inverted_index":{"Emergency":[0],"blood":[1,184],"bank":[2],"inventory":[3],"models":[4],"increasingly":[5],"inform":[6],"artificial":[7],"intelligence":[8],"governance":[9,37,165,180],"decisions,":[10],"yet":[11],"their":[12],"evaluations":[13],"typically":[14],"assume":[15],"that":[16,32],"transfusion":[17],"committee":[18,152],"emergency":[19,183],"release":[20],"latitude":[21,33,153],"is":[22,46,50,54],"either":[23],"absent":[24],"or":[25],"fully":[26],"measured.":[27],"the":[28,43,48,65,69,140,170],"present":[29],"analysis":[30,53],"treats":[31],"as":[34,148,155],"an":[35,60],"unmeasured":[36],"parameter":[38,49,160],"and":[39,85,103,105,111,136,139,167],"asks":[40],"how":[41],"robust":[42],"before-after-control-impact":[44,174],"estimator":[45,70],"when":[47],"ignored.":[51],"The":[52,115],"a":[55,72,122,156],"design-based":[56],"power":[57,131,146],"evaluation,":[58],"not":[59],"observational":[61],"study:":[62],"it":[63,168],"characterises":[64],"operating":[66],"characteristics":[67],"of":[68,79,83,88,99,108],"under":[71,172],"declared":[73],"variance":[74],"structure":[75],"with":[76,133],"between-cluster":[77],"SD":[78,82],"6.0,":[80],"residual":[81],"4.5":[84],"intraclass":[86],"correlation":[87],"0.64,":[89],"across":[90],"2000":[91],"replications":[92],"per":[93],"design":[94,116],"cell":[95],"for":[96,178],"cluster":[97,134],"counts":[98],"8,":[100],"16,":[101],"24":[102],"32":[104],"effect":[106,126,137,143],"sizes":[107],"3,":[109],"5":[110,123],"8":[112],"percentage":[113,124],"points.":[114],"required":[117],"54":[118],"clusters":[119,149],"to":[120],"detect":[121],"point":[125],"at":[127,144],"80%":[128,145],"power.":[129],"Estimated":[130],"rose":[132],"count":[135],"size,":[138],"minimum":[141],"detectable":[142],"fell":[147],"increased.":[150],"Transfusion":[151],"functions":[154],"politically":[157],"consequential":[158],"omitted":[159],"whose":[161],"neglect":[162],"inflates":[163],"apparent":[164],"confidence,":[166],"specifies":[169],"conditions":[171],"which":[173],"designs":[175],"remain":[176],"defensible":[177],"AI":[179],"evaluation":[181],"in":[182],"banking.":[185]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-22T00:00:00"}
