{"id":"https://openalex.org/W7212429096","doi":"https://doi.org/10.6084/m9.figshare.33351327","title":"Reproducibility data and code for \u201cReproducible Cortical Links Between Functional Hierarchy, Structure, and Metabolism","display_name":"Reproducibility data and code for \u201cReproducible Cortical Links Between Functional Hierarchy, Structure, and Metabolism","publication_year":2026,"publication_date":"2026-09-13","ids":{"openalex":"https://openalex.org/W7212429096","doi":"https://doi.org/10.6084/m9.figshare.33351327"},"language":"en","primary_location":{"id":"doi:10.6084/m9.figshare.33351327","doi":"https://doi.org/10.6084/m9.figshare.33351327","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.33351327","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.6084/m9.figshare.33351327","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050956894","display_name":"Dardo G. Tomasi","orcid":"https://orcid.org/0000-0003-0183-5678","observed_orcids":["https://orcid.org/0000-0003-0183-5678"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dardo Tomasi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0183-5678","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5050956894"],"corresponding_institution_ids":[],"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/functional-hierarchy","display_name":"functional hierarchy","score":0.6800000071525574},{"id":"https://openalex.org/keywords/cortical-structure","display_name":"cortical structure","score":0.5080000162124634},{"id":"https://openalex.org/keywords/cerebral-metabolism","display_name":"brain metabolism","score":0.8840000033378601},{"id":"https://openalex.org/keywords/functional-gradients","display_name":"functional gradients","score":0.8429999947547913},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"functional connectivity","score":0.7059999704360962},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.6370000243186951}],"concepts":[{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.7975000143051147},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.6704999804496765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6547999978065491},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5631999969482422},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.5216000080108643},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.505299985408783},{"id":"https://openalex.org/C171730128","wikidata":"https://www.wikidata.org/wiki/Q5227290","display_name":"Data file","level":2,"score":0.5001999735832214},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4027999937534332},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3711000084877014},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3506999909877777},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.34060001373291016},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C2780985081","wikidata":"https://www.wikidata.org/wiki/Q676502","display_name":"Data Matrix","level":5,"score":0.2612000107765198},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2540999948978424},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2540000081062317},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2513999938964844}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.6084/m9.figshare.33351327","doi":"https://doi.org/10.6084/m9.figshare.33351327","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.33351327","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Dataset"},{"id":"doi:10.6084/m9.figshare.33351327.v1","doi":"https://doi.org/10.6084/m9.figshare.33351327.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.33351327.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Dataset"},{"id":"doi:10.6084/m9.figshare.33351327.v2","doi":"https://doi.org/10.6084/m9.figshare.33351327.v2","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.33351327.v2","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Dataset"}],"best_oa_location":{"id":"doi:10.6084/m9.figshare.33351327","doi":"https://doi.org/10.6084/m9.figshare.33351327","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.33351327","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Dataset"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000905924","display_name":"Neurobiology of Drug Reward and Addiction","funder_award_id":"ZIAAA000550","funder_id":"https://openalex.org/F4320337330","funder_display_name":"National Institute on Alcohol Abuse and Alcoholism"}],"funders":[{"id":"https://openalex.org/F4320337330","display_name":"National Institute on Alcohol Abuse and Alcoholism","ror":"https://ror.org/02jzrsm59"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6912844786","https://openalex.org/W7164845289","https://openalex.org/W7214795070","https://openalex.org/W6939595057","https://openalex.org/W4394269118","https://openalex.org/W7033783776","https://openalex.org/W6894182163","https://openalex.org/W7214559711","https://openalex.org/W7143509198","https://openalex.org/W6912760481"],"abstract_inverted_index":{"This":[0],"repository":[1],"contains":[2],"code,":[3,31],"derived":[4,36],"parcelwise":[5],"data,":[6],"atlas":[7,34],"resources,":[8,35],"and":[9,24,42,50,97,123],"reproducibility":[10],"materials":[11],"supporting":[12,38],"the":[13,39,68,74,121],"analyses":[14],"reported":[15,40],"in":[16],"\u201cReproducible":[17],"Cortical":[18],"Links":[19],"Between":[20],"Functional":[21],"Hierarchy,":[22],"Structure,":[23],"Metabolism.\u201d":[25],"The":[26],"archive":[27],"includes":[28],"functional-gradient":[29,54,78],"construction":[30],"iCSC-438":[32],"CIFTI":[33],"data":[37,46,106],"figures":[41],"analyses,":[43],"environment":[44],"information,":[45],"dictionaries,":[47],"file":[48],"manifests,":[49],"an":[51],"executable":[52],"group-level":[53],"reconstruction":[55],"example.The":[56],"supplied":[57,75],"group-average":[58],"438":[59,61],"\u00d7":[60],"functional-connectivity":[62],"matrix":[63],"can":[64],"be":[65],"processed":[66],"with":[67],"included":[69,109],"gradient-construction":[70],"code":[71],"to":[72,114],"reproduce":[73],"50-component":[76],"group":[77],"solution":[79],"exactly.":[80],"Validation":[81],"showed":[82],"identical":[83],"component":[84],"ordering":[85],"for":[86,127],"all":[87],"50":[88],"gradients,":[89],"no":[90],"sign":[91],"flips,":[92],"maximum":[93,98],"RMSE":[94],"=":[95,102],"0,":[96],"absolute":[99],"numerical":[100],"difference":[101],"0.Some":[103],"underlying":[104],"source":[105],"are":[107,112],"not":[108],"because":[110],"they":[111],"subject":[113],"NIH":[115],"and/or":[116],"source-dataset":[117],"access":[118],"requirements.":[119],"See":[120],"README":[122],"Data":[124],"Availability":[125],"information":[126],"details.":[128]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-09-14T00:00:00"}
