{"id":"https://openalex.org/W4288359828","doi":"https://doi.org/10.1145/3290605.3300468","title":"Unremarkable AI","display_name":"Unremarkable AI","publication_year":2019,"publication_date":"2019-04-29","ids":{"openalex":"https://openalex.org/W4288359828","doi":"https://doi.org/10.1145/3290605.3300468"},"language":"en","primary_location":{"id":"doi:10.1145/3290605.3300468","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290605.3300468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017881649","display_name":"Qian Yang","orcid":"https://orcid.org/0000-0002-3548-2535"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qian Yang","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108044002","display_name":"Aaron Steinfeld","orcid":"https://orcid.org/0000-0003-2274-0053"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Steinfeld","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068413510","display_name":"John Zimmerman","orcid":"https://orcid.org/0000-0001-5299-8157"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Zimmerman","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017881649"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":6.2491,"has_fulltext":false,"cited_by_count":216,"citation_normalized_percentile":{"value":0.96325459,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T10350","display_name":"Electronic Health Records Systems","score":0.9805999994277954,"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/situated","display_name":"Situated","score":0.8595485687255859},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6173934936523438},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6134489178657532},{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.5769342184066772},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4875909686088562},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.45813965797424316},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35892581939697266},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3422739505767822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2818451523780823}],"concepts":[{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.8595485687255859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6173934936523438},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6134489178657532},{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.5769342184066772},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4875909686088562},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45813965797424316},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35892581939697266},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3422739505767822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2818451523780823},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3290605.3300468","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290605.3300468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313655","display_name":"Foundation for Research, Science and Technology","ror":null},{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1583168600","https://openalex.org/W1971878643","https://openalex.org/W1982396709","https://openalex.org/W2000402020","https://openalex.org/W2042607745","https://openalex.org/W2051483504","https://openalex.org/W2081722738","https://openalex.org/W2081884196","https://openalex.org/W2097177521","https://openalex.org/W2097855313","https://openalex.org/W2106299823","https://openalex.org/W2107318542","https://openalex.org/W2126966176","https://openalex.org/W2140319297","https://openalex.org/W2296370947","https://openalex.org/W2338314300","https://openalex.org/W2397156396","https://openalex.org/W2795392050","https://openalex.org/W2800460483","https://openalex.org/W4249682277"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W3193475673","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2168646784","https://openalex.org/W2965730886","https://openalex.org/W2030958945"],"abstract_inverted_index":{"Clinical":[0],"decision":[1,55],"support":[2],"tools":[3],"(DST)":[4],"promise":[5],"improved":[6],"healthcare":[7],"outcomes":[8],"by":[9,73],"offering":[10],"data-driven":[11],"insights.":[12],"While":[13],"effective":[14],"in":[15,23,121,128],"lab":[16],"settings,":[17],"almost":[18],"all":[19],"DSTs":[20],"have":[21,80],"failed":[22],"practice.":[24],"Empirical":[25],"research":[26],"diagnosed":[27],"poor":[28],"contextual":[29],"fit":[30],"as":[31,133],"the":[32,37,67,75,84,110,116],"cause.":[33],"This":[34,62],"paper":[35],"describes":[36],"design":[38,63],"and":[39,99,112,124],"field":[40,90],"evaluation":[41,91],"of":[42,47,69,114,119],"a":[43,102,134],"radically":[44],"new":[45],"form":[46],"DST.":[48,103],"It":[49],"automatically":[50],"generates":[51],"slides":[52],"for":[53,83],"clinicians'":[54],"meetings":[56],"with":[57],"subtly":[58],"embedded":[59],"machine":[60],"prognostics.":[61],"took":[64],"inspiration":[65],"from":[66],"notion":[68],"Unremarkable":[70],"Computing,":[71],"that":[72],"augmenting":[74],"users'":[76],"routines":[77],"technology/AI":[78],"can":[79],"significant":[81],"importance":[82,111],"users":[85],"yet":[86],"remain":[87],"unobtrusive.":[88],"Our":[89],"suggests":[92],"clinicians":[93],"are":[94],"more":[95],"likely":[96],"to":[97],"encounter":[98],"embrace":[100],"such":[101],"Drawing":[104],"on":[105],"their":[106],"responses,":[107],"we":[108],"discuss":[109],"intricacies":[113],"finding":[115],"right":[117],"level":[118],"unremarkableness":[120],"DST":[122],"design,":[123],"share":[125],"lessons":[126],"learned":[127],"prototyping":[129],"critical":[130],"AI":[131],"systems":[132],"situated":[135],"experience.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":45},{"year":2024,"cited_by_count":45},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":37},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2022-07-29T00:00:00"}
