{"id":"https://openalex.org/W7225615668","doi":"https://doi.org/10.31222/osf.io/nzyx4_v1","title":"Gate the claim, not the tool: verification for AI-accelerated research in nutrition","display_name":"Gate the claim, not the tool: verification for AI-accelerated research in nutrition","publication_year":2026,"publication_date":"2026-11-10","ids":{"openalex":"https://openalex.org/W7225615668","doi":"https://doi.org/10.31222/osf.io/nzyx4_v1"},"language":"en","primary_location":{"id":"doi:10.31222/osf.io/nzyx4_v1","doi":"https://doi.org/10.31222/osf.io/nzyx4_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31222/osf.io/nzyx4_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402619","display_name":"MetArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.31222/osf.io/nzyx4_v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084522547","display_name":"Tauseef Ahmad Khan","orcid":"https://orcid.org/0000-0002-3713-2248","observed_orcids":["https://orcid.org/0000-0002-3713-2248","https://orcid.org/0000-0001-8844-4121"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tauseef Ahmad Khan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012075462","display_name":"Paraskevi Massara","orcid":"https://orcid.org/0000-0003-0906-0985","observed_orcids":["https://orcid.org/0000-0003-0906-0985"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paraskevi Massara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"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/T13607","display_name":"Academic Publishing and Open Access","score":0.7461000084877014,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13607","display_name":"Academic Publishing and Open Access","score":0.7461000084877014,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11492","display_name":"Academic integrity and plagiarism","score":0.058400001376867294,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.03779999911785126,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-research","display_name":"artificial intelligence in research","score":0.37599998712539673},{"id":"https://openalex.org/keywords/nutritional-science","display_name":"nutrition science","score":0.6110000014305115},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.722000002861023},{"id":"https://openalex.org/keywords/ai-disclosure","display_name":"AI disclosure","score":0.38499999046325684},{"id":"https://openalex.org/keywords/agentic-workflows","display_name":"agentic workflows","score":0.5360000133514404},{"id":"https://openalex.org/keywords/nhanes","display_name":"NHANES","score":0.6309999823570251},{"id":"https://openalex.org/keywords/accountability","display_name":"accountability","score":0.30399999022483826},{"id":"https://openalex.org/keywords/research-integrity","display_name":"research integrity","score":0.5019999742507935},{"id":"https://openalex.org/keywords/peer-review","display_name":"peer review","score":0.32499998807907104}],"concepts":[{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.5769000053405762},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4830999970436096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812999963760376},{"id":"https://openalex.org/C10347200","wikidata":"https://www.wikidata.org/wiki/Q1960297","display_name":"Hindsight bias","level":2,"score":0.4388999938964844},{"id":"https://openalex.org/C2778061430","wikidata":"https://www.wikidata.org/wiki/Q188823","display_name":"Scholarship","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3790000081062317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3736000061035156},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.3700999915599823},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3596000075340271},{"id":"https://openalex.org/C109167261","wikidata":"https://www.wikidata.org/wiki/Q5421955","display_name":"Fell","level":2,"score":0.3560999929904938},{"id":"https://openalex.org/C2778329345","wikidata":"https://www.wikidata.org/wiki/Q919978","display_name":"Prestige","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.3321000039577484},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32899999618530273},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3190000057220459},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.3149999976158142},{"id":"https://openalex.org/C7493553","wikidata":"https://www.wikidata.org/wiki/Q1520777","display_name":"Certainty","level":2,"score":0.31470000743865967},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.30169999599456787},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2858999967575073},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C2778348171","wikidata":"https://www.wikidata.org/wiki/Q167037","display_name":"Corporation","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C2777206241","wikidata":"https://www.wikidata.org/wiki/Q194431","display_name":"Paragraph","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26440000534057617},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2635999917984009},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C2779874844","wikidata":"https://www.wikidata.org/wiki/Q1967281","display_name":"National Health and Nutrition Examination Survey","level":3,"score":0.2547000050544739},{"id":"https://openalex.org/C2777179996","wikidata":"https://www.wikidata.org/wiki/Q911222","display_name":"Mistake","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31222/osf.io/nzyx4_v1","doi":"https://doi.org/10.31222/osf.io/nzyx4_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31222/osf.io/nzyx4_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402619","display_name":"MetArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.31222/osf.io/nzyx4_v1","doi":"https://doi.org/10.31222/osf.io/nzyx4_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31222/osf.io/nzyx4_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402619","display_name":"MetArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"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/W7170826574","https://openalex.org/W7223658385","https://openalex.org/W7222916652","https://openalex.org/W7203856375","https://openalex.org/W7223335323","https://openalex.org/W7220678963","https://openalex.org/W7165453853","https://openalex.org/W7212230481","https://openalex.org/W7202139897","https://openalex.org/W7171699961"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"and":[3,16,34,77,112,161,176,194,211,215],"agentic":[4],"workflows":[5],"can":[6,140,181],"accelerate":[7],"nutrition":[8,151],"science":[9,152],"across":[10],"living":[11],"systematic":[12],"reviews,":[13],"dietary":[14,209],"assessment":[15],"cohort":[17],"analyses,":[18],"yet":[19],"they":[20,65],"have":[21,36],"also":[22,141],"fuelled":[23],"a":[24,57,136,244],"surge":[25],"of":[26,69,80,128],"formulaic":[27],"papers":[28,105,223],"mined":[29],"from":[30,238],"open":[31],"datasets.":[32],"Journals":[33],"funders":[35],"responded":[37],"largely":[38],"by":[39,121],"restricting":[40],"how":[41],"AI":[42,50,155,214],"may":[43],"be":[44,63],"used,":[45],"especially":[46],"in":[47,56,123],"writing.":[48],"Because":[49],"use":[51,67,154],"leaves":[52],"no":[53],"reliable":[54],"trace":[55],"single":[58],"paper,":[59],"such":[60],"rules":[61],"cannot":[62],"enforced;":[64],"drive":[66],"out":[68,79],"sight,":[70],"penalize":[71],"honest":[72],"authors":[73],"who":[74,189],"disclose":[75],"it,":[76],"fall":[78],"date":[81],"within":[82],"months":[83,127],"as":[84],"models":[85],"improve.":[86],"A":[87],"gate":[88],"works":[89],"only":[90],"when":[91,247],"what":[92,213],"it":[93],"checks":[94],"is":[95],"visible":[96,132],"at":[97],"submission.":[98],"When":[99],"three":[100],"publishers":[101],"stopped":[102],"accepting":[103],"unvalidated":[104],"built":[106],"on":[107,233],"the":[108,124,149,183,191,239],"US":[109],"National":[110],"Health":[111],"Nutrition":[113],"Examination":[114],"Survey":[115],"(NHANES),":[116],"their":[117],"NHANES":[118],"publications":[119],"fell":[120],"72%":[122],"first":[125],"nine":[126],"2026,":[129],"showing":[130],"that":[131,138,203],"gates":[133,168],"work,":[134],"though":[135],"rule":[137],"blunt":[139],"turn":[142],"away":[143],"sound":[144],"epidemiology.":[145],"Rather":[146],"than":[147],"policing":[148],"tool,":[150],"should":[153],"openly":[156],"under":[157],"human":[158,230],"scientific":[159],"judgement":[160],"hold":[162],"every":[163],"result":[164],"to":[165,170,242],"four":[166],"verification":[167],"scaled":[169],"its":[171],"consequence:":[172],"depositing":[173],"data,":[174],"code":[175],"agent":[177],"logs":[178],"so":[179],"others":[180],"rerun":[182],"work;":[184],"naming":[185],"an":[186],"accountable":[187],"investigator":[188],"understands":[190],"study":[192],"design":[193],"answers":[195],"for":[196,229],"each":[197],"claim":[198,245],"made;":[199],"independently":[200],"verifying":[201],"findings":[202],"could":[204],"change":[205],"clinical":[206],"practice":[207],"or":[208],"policy;":[210],"disclosing":[212],"humans":[216],"did":[217],"without":[218],"penalty.":[219],"As":[220],"output":[221],"grows,":[222],"will":[224],"likely":[225],"become":[226],"concise":[227],"accounts":[228],"readers":[231],"resting":[232],"machine-auditable":[234],"records,":[235],"shifting":[236],"prestige":[237],"journal":[240],"name":[241],"whether":[243],"matters":[246],"verified.":[248]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}