{"id":"https://openalex.org/W7203580995","doi":"https://doi.org/10.5281/zenodo.21967630","title":"Implementation indeterminacy of the 2026 refractory septic shock norepinephrine-equivalent criterion: reproducibility and conformance package","display_name":"Implementation indeterminacy of the 2026 refractory septic shock norepinephrine-equivalent criterion: reproducibility and conformance package","publication_year":2026,"publication_date":"2026-08-16","ids":{"openalex":"https://openalex.org/W7203580995","doi":"https://doi.org/10.5281/zenodo.21967630"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21967630","doi":"https://doi.org/10.5281/zenodo.21967630","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21967630","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":"Software"},"volume":null,"type":"software","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21967630","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038822377","display_name":"Hasan Burak TOPRAK","orcid":"https://orcid.org/0000-0003-0285-4109","observed_orcids":["https://orcid.org/0000-0003-0285-4109"]},"institutions":[{"id":"https://openalex.org/I4405258547","display_name":"G\u00fclhane E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/00w7bw158","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4405258547"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Toprak, Hasan Burak","raw_affiliation_strings":["Department of Intensive Care, G\u00fclhane Training and Research Hospital, Ankara, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0003-0285-4109","affiliations":[{"raw_affiliation_string":"Department of Intensive Care, G\u00fclhane Training and Research Hospital, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I4405258547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050107222","display_name":"G\u00fcrhan Ta\u015fk\u0131n","orcid":"https://orcid.org/0000-0002-6406-9221","observed_orcids":["https://orcid.org/0000-0002-6406-9221"]},"institutions":[{"id":"https://openalex.org/I4405258547","display_name":"G\u00fclhane E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/00w7bw158","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4405258547"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ta\u015fk\u0131n, G\u00fcrhan","raw_affiliation_strings":["Department of Intensive Care, G\u00fclhane Training and Research Hospital, Ankara, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-6406-9221","affiliations":[{"raw_affiliation_string":"Department of Intensive Care, G\u00fclhane Training and Research Hospital, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I4405258547"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011091266","display_name":"Levent Yamanel","orcid":"https://orcid.org/0000-0002-3704-3763","observed_orcids":["https://orcid.org/0000-0002-3704-3763"]},"institutions":[{"id":"https://openalex.org/I4405258547","display_name":"G\u00fclhane E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/00w7bw158","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4405258547"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yamanel, H\u00fcseyin Levent","raw_affiliation_strings":["Department of Intensive Care, G\u00fclhane Training and Research Hospital, Ankara, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-3704-3763","affiliations":[{"raw_affiliation_string":"Department of Intensive Care, G\u00fclhane Training and Research Hospital, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I4405258547"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405258547"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":9.999999747378752e-05,"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/T10684","display_name":"Acute Kidney Injury Research","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/refractory-septic-shock","display_name":"refractory septic shock","score":0.9739999771118164},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.8709999918937683},{"id":"https://openalex.org/keywords/decision-boundaries","display_name":"decision boundaries","score":0.6850000023841858}],"concepts":[{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.796500027179718},{"id":"https://openalex.org/C2777366796","wikidata":"https://www.wikidata.org/wiki/Q6017758","display_name":"Indeterminacy (philosophy)","level":2,"score":0.784500002861023},{"id":"https://openalex.org/C2777628635","wikidata":"https://www.wikidata.org/wiki/Q1765564","display_name":"Septic shock","level":3,"score":0.5407999753952026},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5307999849319458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4675000011920929},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4429999887943268},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.42489999532699585},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4002000093460083},{"id":"https://openalex.org/C142424586","wikidata":"https://www.wikidata.org/wiki/Q7307572","display_name":"Refractory (planetary science)","level":2,"score":0.3912999927997589},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.36899998784065247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36660000681877136},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36559998989105225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35530000925064087},{"id":"https://openalex.org/C2781300812","wikidata":"https://www.wikidata.org/wiki/Q178061","display_name":"Shock (circulatory)","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3133000135421753},{"id":"https://openalex.org/C108710211","wikidata":"https://www.wikidata.org/wiki/Q11538","display_name":"Mathematical proof","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.30059999227523804},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.296099990606308},{"id":"https://openalex.org/C182310444","wikidata":"https://www.wikidata.org/wiki/Q1332643","display_name":"Boundary value problem","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.28690001368522644},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C82157600","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic test","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26739999651908875},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.21967630","doi":"https://doi.org/10.5281/zenodo.21967630","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21967630","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":"Software"},{"id":"doi:10.5281/zenodo.21967631","doi":"https://doi.org/10.5281/zenodo.21967631","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21967631","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":"Software"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21967630","doi":"https://doi.org/10.5281/zenodo.21967630","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21967630","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":"Software"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7212153615","https://openalex.org/W7212427897","https://openalex.org/W7166323728","https://openalex.org/W7221006238","https://openalex.org/W7169879016","https://openalex.org/W7106021893","https://openalex.org/W7171781702","https://openalex.org/W7221070253","https://openalex.org/W6926410104","https://openalex.org/W7204265922"],"abstract_inverted_index":{"Reproducibility":[0],"archive":[1,73],"for":[2],"a":[3],"deterministic":[4],"exact":[5,36,87],"computational":[6],"validation":[7,52],"study":[8],"evaluating":[9],"whether":[10],"published":[11],"norepinephrine-equivalent":[12,85],"dose":[13],"formula":[14],"choice,":[15],"norepinephrine":[16],"reporting-coordinate":[17],"normalization,":[18],"and":[19,39,54,90],"strict":[20],"versus":[21],"inclusive":[22],"threshold":[23],"operators":[24],"can":[25],"change":[26],"classification":[27],"at":[28],"NEE":[29],"0.5.":[30],"The":[31],"release":[32],"includes":[33],"source-locked":[34],"specifications,":[35],"rational":[37],"Python":[38],"R":[40],"implementations,":[41],"32":[42],"language-neutral":[43],"conformance":[44,91],"vectors,":[45],"21":[46],"prespecified":[47],"mutants,":[48],"boundary":[49],"outputs,":[50],"figures,":[51],"reports,":[53],"reporting-layer":[55],"provenance.":[56],"No":[57],"patient-level":[58],"data,":[59],"clinical":[60],"outcomes,":[61],"Monte":[62],"Carlo":[63],"sampling,":[64],"prevalence":[65],"estimates,":[66],"or":[67],"treatment-effect":[68],"estimates":[69],"are":[70],"included.":[71],"This":[72],"supports":[74],"the":[75,80],"manuscript":[76],"\u201cImplementation":[77],"indeterminacy":[78],"of":[79],"2026":[81],"refractory":[82],"septic":[83],"shock":[84],"criterion:":[86],"decision":[88],"boundaries":[89],"validation.\u201d":[92]},"counts_by_year":[],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2026-08-17T00:00:00"}
