{"id":"https://openalex.org/W2800545329","doi":"https://doi.org/10.31234/osf.io/p75ku","title":"More Evidence that Twitter Language Predicts Heart Disease: A Response and Replication","display_name":"More Evidence that Twitter Language Predicts Heart Disease: A Response and Replication","publication_year":2018,"publication_date":"2018-03-15","ids":{"openalex":"https://openalex.org/W2800545329","doi":"https://doi.org/10.31234/osf.io/p75ku","mag":"2800545329"},"language":"en","primary_location":{"id":"doi:10.31234/osf.io/p75ku","doi":"https://doi.org/10.31234/osf.io/p75ku","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/p75ku","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"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/10.31234/osf.io/p75ku","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079039372","display_name":"johannes Christopher Eichstaedt","orcid":"https://orcid.org/0000-0002-3220-2972","observed_orcids":["https://orcid.org/0000-0002-3220-2972"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"johannes Christopher Eichstaedt","raw_affiliation_strings":["Positive Psychology Center, University of Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0002-3220-2972","affiliations":[{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046253607","display_name":"H. Andrew Schwartz","orcid":"https://orcid.org/0000-0002-6383-3339","observed_orcids":["https://orcid.org/0000-0002-6383-3339"]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Andrew Schwartz","raw_affiliation_strings":["Computer Science Department, Stony Brook University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Stony Brook University, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029821479","display_name":"Salvatore Giorgi","orcid":"https://orcid.org/0000-0001-7381-6295","observed_orcids":["https://orcid.org/0000-0001-7381-6295"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salvatore Giorgi","raw_affiliation_strings":["Positive Psychology Center, University of Pennsylvania, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041710385","display_name":"Margaret L. Kern","orcid":"https://orcid.org/0000-0003-4300-598X","observed_orcids":["https://orcid.org/0000-0003-4300-598X"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Margaret L. Kern","raw_affiliation_strings":["Melbourne Graduate School of Education, University of Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4300-598X","affiliations":[{"raw_affiliation_string":"Melbourne Graduate School of Education, University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078039434","display_name":"Gregory Park","orcid":"https://orcid.org/0000-0002-4125-2517","observed_orcids":["https://orcid.org/0000-0002-4125-2517"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gregory Park","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015128745","display_name":"Maarten Sap","orcid":"https://orcid.org/0000-0002-0701-4654","observed_orcids":["https://orcid.org/0000-0002-0701-4654"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maarten Sap","raw_affiliation_strings":["Paul G. Allen School of Computer Science & Engineering, University of Washington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science & Engineering, University of Washington, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022048210","display_name":"Darwin R. Labarthe","orcid":"https://orcid.org/0000-0003-4214-8399","observed_orcids":["https://orcid.org/0000-0003-4214-8399"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darwin R. Labarthe","raw_affiliation_strings":["Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079815631","display_name":"Emily E. Larson","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emily E. Larson","raw_affiliation_strings":["International Positive Education Network, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Positive Education Network, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064981523","display_name":"Martin E. P. Seligman","orcid":"https://orcid.org/0000-0002-2028-0009","observed_orcids":["https://orcid.org/0000-0002-2028-0009"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Seligman","raw_affiliation_strings":["Positive Psychology Center, University of Pennsylvania, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044944954","display_name":"Lyle Ungar","orcid":"https://orcid.org/0000-0003-2047-1443","observed_orcids":["https://orcid.org/0000-0003-2047-1443"]},"institutions":[{"id":"https://openalex.org/I4210143392","display_name":"University of Pennsylvania Health System","ror":"https://ror.org/04h81rw26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210143392"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lyle H Ungar","raw_affiliation_strings":["Penn Medicine Center for Digital Health, University of Pennsylvania, USA","Positive Psychology Center, University of Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0003-2047-1443","affiliations":[{"raw_affiliation_string":"Penn Medicine Center for Digital Health, University of Pennsylvania, USA","institution_ids":["https://openalex.org/I4210143392","https://openalex.org/I79576946"]},{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":20,"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/T12488","display_name":"Mental Health via Writing","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11083","display_name":"Cardiac Health and Mental Health","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-disease-mortality","display_name":"heart disease mortality","score":0.9539999961853027},{"id":"https://openalex.org/keywords/atherosclerotic-heart-disease","display_name":"atherosclerotic heart disease","score":0.9169999957084656},{"id":"https://openalex.org/keywords/suicide","display_name":"suicide","score":0.6320000290870667},{"id":"https://openalex.org/keywords/social-media-language","display_name":"social media language","score":0.5299999713897705},{"id":"https://openalex.org/keywords/reanalysis-critique","display_name":"reanalysis critique","score":0.5080000162124634},{"id":"https://openalex.org/keywords/causal-inference-limitations","display_name":"causal inference limitations","score":0.5059999823570251},{"id":"https://openalex.org/keywords/rural-residence","display_name":"rural residence","score":0.4519999921321869},{"id":"https://openalex.org/keywords/elevation","display_name":"altitude","score":0.6869999766349792},{"id":"https://openalex.org/keywords/emotions","display_name":"emotions","score":0.4339999854564667},{"id":"https://openalex.org/keywords/psychological-engagement","display_name":"psychological engagement","score":0.5419999957084656},{"id":"https://openalex.org/keywords/education-and-income","display_name":"education and income","score":0.6050000190734863},{"id":"https://openalex.org/keywords/disease-surveillance","display_name":"disease surveillance","score":0.4729999899864197}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.571810245513916},{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.5672070384025574},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5507029294967651},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4204901456832886},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12273287773132324},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11862525343894958}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.31234/osf.io/p75ku","doi":"https://doi.org/10.31234/osf.io/p75ku","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/p75ku","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:share.osf.io:4601A-87D-B04","doi":null,"is_oa":false,"landing_page_url":"http://doi.org/10.31234/OSF.IO/P75KU","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"preprint"},{"id":"pmh:oai:share.osf.io:97052fbe-01f4-4b23-98b1-149e45346f1f","doi":null,"is_oa":true,"landing_page_url":"https://osf.io/p75ku","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (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":"Preprint"}],"best_oa_location":{"id":"doi:10.31234/osf.io/p75ku","doi":"https://doi.org/10.31234/osf.io/p75ku","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/p75ku","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8999999761581421,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W6274171","https://openalex.org/W1500245657","https://openalex.org/W1507795515","https://openalex.org/W1566426478","https://openalex.org/W1793446829","https://openalex.org/W1968059489","https://openalex.org/W1970494743","https://openalex.org/W1978361140","https://openalex.org/W1984251878","https://openalex.org/W1987445189","https://openalex.org/W2005971397","https://openalex.org/W2025431651","https://openalex.org/W2036196482","https://openalex.org/W2040391753","https://openalex.org/W2051586504","https://openalex.org/W2077201251","https://openalex.org/W2085437790","https://openalex.org/W2092009189","https://openalex.org/W2093413494","https://openalex.org/W2104925568","https://openalex.org/W2105311563","https://openalex.org/W2108044915","https://openalex.org/W2113350460","https://openalex.org/W2118778378","https://openalex.org/W2119595472","https://openalex.org/W2139236032","https://openalex.org/W2163209812","https://openalex.org/W2163364464","https://openalex.org/W2167102709","https://openalex.org/W2261987318","https://openalex.org/W2323645751","https://openalex.org/W2405732212","https://openalex.org/W2509453878","https://openalex.org/W2514316231","https://openalex.org/W2557525334","https://openalex.org/W2741520900","https://openalex.org/W2745888331","https://openalex.org/W2757124792","https://openalex.org/W2915177913","https://openalex.org/W4212956217","https://openalex.org/W4233650153","https://openalex.org/W4237442224"],"related_works":["https://openalex.org/W2802483288","https://openalex.org/W2890825139","https://openalex.org/W7043945374","https://openalex.org/W2118778378","https://openalex.org/W2766444993","https://openalex.org/W4319438732","https://openalex.org/W6922826219","https://openalex.org/W3092606727","https://openalex.org/W2795781768","https://openalex.org/W2788773351"],"abstract_inverted_index":{"A":[0,17],"recent":[1],"preprint":[2],"by":[3,381,466],"Brown":[4,50,188,382],"and":[5,51,118,139,171,189,200,225,235,288,312,356,383,400,446,478],"Coyne":[6,190,384],"titled,":[7],"\"No":[8],"Evidence":[9],"That":[10],"Twitter":[11,69,85,183,426,433],"Language":[12,34],"Reliably":[13],"Predicts":[14,35],"Heart":[15,36],"Disease:":[16],"Reanalysis":[18],"of":[19,47,74,105,122,195,198,207,221,227,232,254,261,306,309,406,416,469],"Eichstaedt":[20],"et":[21,349,353,361,365],"al.\"":[22],"asserts":[23],"to":[24,71,95,137,218,239,297,303,313,397,482],"re-analyze":[25],"our":[26,79,211,228,240,249,275,398,407,417,470,484],"2015":[27],"article":[28],"published":[29],"in":[30,56,109,210,251,274,345],"Psychological":[31],"Science,":[32],"\u201cTwitter":[33],"Disease":[37],"Mortality\u201d,":[38],"disputing":[39],"its":[40],"primary":[41],"findings.":[42,241],"While":[43],"we":[44,82,113,247,268,291,369,375,412,452,473],"welcome":[45,215],"scrutiny":[46],"the":[48,100,116,222,252,259,265,286,328,377,404,443,448,458,464,476,494],"study,":[49],"Coyne\u2019s":[52],"paper":[53],"does":[54,401],"not":[55,315,402],"fact":[57],"report":[58],"on":[59,327,457],"a":[60,65,110,179,193,271,299,414,424],"reanalysis,":[61],"but":[62,214],"rather":[63],"presents":[64],"new":[66,180,300,459],"analysis":[67,181,393],"relating":[68],"language":[70,135,184,330,434],"suicide":[72,186,329],"instead":[73],"heart":[75,102,130,262,439],"disease":[76,103,131,263,440],"mortality.":[77],"In":[78,410],"original":[80,212,276,408,418,471,485],"article,":[81,213],"showed":[83],"that":[84,115,278,336,391,431],"language,":[86],"fed":[87],"into":[88],"standard":[89],"machine":[90],"learning":[91],"algorithms,":[92],"was":[93],"able":[94],"predict":[96],"(i.e.,":[97,120],"estimate":[98],"cross-sectionally)":[99],"out-of-sample":[101],"rates":[104,133],"U.S.":[106],"counties.":[107],"Further,":[108],"separate":[111],"analysis,":[112],"found":[114],"dictionaries":[117],"topics":[119],"sets":[121],"related":[123,136],"words)":[124],"which":[125,481],"best":[126],"predicted":[127],"county":[128,358,437],"atherosclerotic":[129,438],"mortality":[132,441],"included":[134],"education":[138],"income":[140],"(e.g.,":[141],"\u201cmanagement,\u201d":[142],"\u201cideas,\u201d":[143],"\u201cconference\u201d)":[144],"as":[145,147,163,165],"well":[146,164],"negative":[148,158],"social":[149,201],"relationships":[150],"(\u201chate\u201d,":[151],"\u201calone,\u201d":[152],"\u201cjealous\u201d),":[153],"disengagement":[154],"(\u201ctired,":[155],"\u201cbored,\u201d":[156],"\u201csleepy\u201d),":[157],"emotions":[159,167],"(\u201csorry,\u201d":[160],"\u201cmad,\u201d":[161],"\u201csad\u201d)":[162],"positive":[166],"(\u201cgreat,\u201d":[168],"\u201chappy,\u201d":[169],"\u201ccool\u201d)":[170],"psychological":[172],"engagement":[173],"(\u201clearn,\u201d":[174],"\u201cinteresting,\u201d":[175],"\u201cawake\u201d).":[176],"Beyond":[177],"conducting":[178],"(correlating":[182],"with":[185,343,357,423,442,480],"rates),":[187],"also":[191,474],"detail":[192],"number":[194],"methodological":[196],"limitations":[197,209],"group-level":[199,289],"media-based":[202],"studies.":[203],"We":[204,389,429,491],"discussed":[205],"most":[206],"these":[208,372],"this":[216,497],"opportunity":[217],"emphasize":[219],"some":[220],"key":[223],"aspects":[224],"qualifiers":[226],"findings,":[229,486],"considering":[230],"each":[231],"their":[233,392],"critiques":[234],"how":[236],"they":[237],"relate":[238],"Of":[242],"particular":[243],"note,":[244],"even":[245],"though":[246],"discuss":[248],"findings":[250,294,405,419],"context":[253],"what":[255],"is":[256,394],"known":[257],"about":[258],"etiology":[260],"at":[264],"individual":[266],"level,":[267],"reiterate":[269],"here":[270],"point":[272],"made":[273,284],"paper:":[277],"individual-level":[279],"causal":[280],"inferences":[281],"cannot":[282],"be":[283],"from":[285],"cross-sectional":[287],"analyses":[290],"presented.":[292],"Our":[293],"are":[295,339,385,454],"intended":[296],"provide":[298],"epidemiological":[301],"tool":[302],"take":[304],"advantage":[305],"large":[307],"amounts":[308],"public":[310],"data,":[311],"complement,":[314],"replace,":[316],"definitive":[317],"health":[318],"data":[319,427,460,477],"collected":[320],"through":[321],"other":[322,467],"means.We":[323],"offer":[324,413],"preliminary":[325],"comments":[326],"correlations:":[331],"Previous":[332],"studies":[333],"have":[334],"suggested":[335],"county-level":[337],"suicides":[338],"relatively":[340],"strongly":[341],"associated":[342],"living":[344],"rural":[346],"areas":[347],"(Hirsch":[348],"al.,":[350,354,362,366],"2006;":[351],"Searles":[352],"2014)":[355],"elevation":[359],"(Kim":[360],"2011;":[363],"Brenner":[364],"2011).":[367],"When":[368],"control":[370],"for":[371,496],"two":[373],"confounds,":[374],"find":[376,430],"dictionary":[378,450],"associations":[379],"reported":[380,453],"no":[386],"longer":[387],"significant.":[388],"conclude":[390],"largely":[395,455],"unrelated":[396],"study":[399],"invalidate":[403],"paper.":[409],"addition,":[411],"replication":[415,498],"across":[420],"more":[421,489],"years,":[422],"larger":[425],"set.":[428,461],"(a)":[432],"still":[435],"predicts":[436],"same":[444,495],"accuracy,":[445],"(b)":[447],"specific":[449],"correlations":[451],"unchanged":[456],"To":[462],"facilitate":[463],"reproduction":[465],"researchers":[468],"work,":[472],"re-release":[475],"code":[479],"reproduce":[483],"making":[487],"it":[488],"user-friendly.":[490],"will":[492],"do":[493],"upon":[499],"publication.":[500]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":8}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-05-17T00:00:00"}
