{"id":"https://openalex.org/W7154001515","doi":"https://doi.org/10.1145/3772318.3790304","title":"CaseMaster: Designing and Evaluating a Probe for Oral Case Presentation Training with LLM Assistance","display_name":"CaseMaster: Designing and Evaluating a Probe for Oral Case Presentation Training with LLM Assistance","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154001515","doi":"https://doi.org/10.1145/3772318.3790304"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3790304","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790304","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3790304","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yang Ouyang","orcid":"https://orcid.org/0009-0000-5841-7659"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Ouyang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0000-5841-7659","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108901039","display_name":"Yuansong Xu","orcid":"https://orcid.org/0009-0005-1630-6279"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuansong Xu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-1630-6279","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103959768","display_name":"Changhua Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157781","display_name":"Shanghai Clinical Research Center","ror":"https://ror.org/057tkkm33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210157781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Jiang","raw_affiliation_strings":["Department of Clinical Medicine, Shanghai Clinical Research and Trial Center, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7468-3372","affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine, Shanghai Clinical Research and Trial Center, Shanghai, China","institution_ids":["https://openalex.org/I4210157781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123600559","display_name":"Yifan Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Jin","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0007-3839-7612","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124052454","display_name":"Haoran Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Jiang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-5717-4208","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":null,"display_name":"Quan Li","orcid":"https://orcid.org/0000-0003-2249-0728"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Li","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2249-0728","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81992478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"30"},"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":0.16439999639987946,"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":0.16439999639987946,"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/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.13009999692440033,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10254","display_name":"Innovations in Medical Education","score":0.06440000236034393,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/presentation","display_name":"Presentation (obstetrics)","score":0.794700026512146},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.7738999724388123},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6741999983787537},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6280999779701233},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5077000260353088},{"id":"https://openalex.org/keywords/case-presentation","display_name":"Case presentation","score":0.4180000126361847},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.41269999742507935},{"id":"https://openalex.org/keywords/simulated-patient","display_name":"Simulated patient","score":0.39309999346733093}],"concepts":[{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.794700026512146},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.7738999724388123},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6741999983787537},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6280999779701233},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.6055999994277954},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5077000260353088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4496000111103058},{"id":"https://openalex.org/C3019796121","wikidata":"https://www.wikidata.org/wiki/Q5048356","display_name":"Case presentation","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.41269999742507935},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C80059220","wikidata":"https://www.wikidata.org/wiki/Q7521302","display_name":"Simulated patient","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.387800008058548},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34769999980926514},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3310000002384186},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C2992547766","wikidata":"https://www.wikidata.org/wiki/Q7099387","display_name":"Oral examination","level":3,"score":0.30219998955726624},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C503897019","wikidata":"https://www.wikidata.org/wiki/Q195818","display_name":"Medical simulation","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C132758656","wikidata":"https://www.wikidata.org/wiki/Q5307365","display_name":"Dreyfus model of skill acquisition","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C2777280699","wikidata":"https://www.wikidata.org/wiki/Q123220","display_name":"Continuing medical education","level":3,"score":0.27300000190734863},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2776857766","wikidata":"https://www.wikidata.org/wiki/Q7832987","display_name":"Training system","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25920000672340393},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C22156102","wikidata":"https://www.wikidata.org/wiki/Q5341294","display_name":"Educational measurement","level":3,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3790304","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790304","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772318.3790304","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790304","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8167979717254639,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W1146245907","https://openalex.org/W1270658374","https://openalex.org/W1481389032","https://openalex.org/W1787608955","https://openalex.org/W1796743266","https://openalex.org/W2027491329","https://openalex.org/W2044140042","https://openalex.org/W2051061589","https://openalex.org/W2056996847","https://openalex.org/W2076442629","https://openalex.org/W2077248744","https://openalex.org/W2078379463","https://openalex.org/W2081552773","https://openalex.org/W2082004779","https://openalex.org/W2087339190","https://openalex.org/W2091127757","https://openalex.org/W2101691491","https://openalex.org/W2125976606","https://openalex.org/W2126046748","https://openalex.org/W2133023740","https://openalex.org/W2136029572","https://openalex.org/W2137538087","https://openalex.org/W2158604519","https://openalex.org/W2164581564","https://openalex.org/W2178882079","https://openalex.org/W2264824670","https://openalex.org/W2306206224","https://openalex.org/W2323384854","https://openalex.org/W2329711527","https://openalex.org/W2339776669","https://openalex.org/W2343537248","https://openalex.org/W2560148483","https://openalex.org/W2582431190","https://openalex.org/W2698658655","https://openalex.org/W2732138097","https://openalex.org/W2786366767","https://openalex.org/W2808450727","https://openalex.org/W2941035428","https://openalex.org/W2944298097","https://openalex.org/W2965507238","https://openalex.org/W3001042467","https://openalex.org/W3003265726","https://openalex.org/W3004153533","https://openalex.org/W3024083810","https://openalex.org/W3030958012","https://openalex.org/W3038651407","https://openalex.org/W3128904553","https://openalex.org/W3185341429","https://openalex.org/W3195879554","https://openalex.org/W4205131770","https://openalex.org/W4206190477","https://openalex.org/W4232245239","https://openalex.org/W4233415207","https://openalex.org/W4248137831","https://openalex.org/W4254704401","https://openalex.org/W4281611690","https://openalex.org/W4285137874","https://openalex.org/W4291321791","https://openalex.org/W4294214983","https://openalex.org/W4309125528","https://openalex.org/W4310496874","https://openalex.org/W4311975713","https://openalex.org/W4319662928","https://openalex.org/W4319746602","https://openalex.org/W4323347737","https://openalex.org/W4323526518","https://openalex.org/W4360793310","https://openalex.org/W4376866715","https://openalex.org/W4381982883","https://openalex.org/W4382656966","https://openalex.org/W4385266429","https://openalex.org/W4385438855","https://openalex.org/W4385632485","https://openalex.org/W4385708662","https://openalex.org/W4388817859","https://openalex.org/W4390268440","https://openalex.org/W4390414972","https://openalex.org/W4390692489","https://openalex.org/W4391225179","https://openalex.org/W4392196220","https://openalex.org/W4392592944","https://openalex.org/W4392903948","https://openalex.org/W4393178543","https://openalex.org/W4394956892","https://openalex.org/W4398886010","https://openalex.org/W4399491257","https://openalex.org/W4399681501","https://openalex.org/W4400113208","https://openalex.org/W4400268423","https://openalex.org/W4401353657","https://openalex.org/W4401990406","https://openalex.org/W4409870597","https://openalex.org/W4410761766","https://openalex.org/W4413317945"],"related_works":[],"abstract_inverted_index":{"Preparing":[0],"an":[1,77,115],"oral":[2],"case":[3],"presentation":[4,106],"(OCP)":[5],"is":[6],"a":[7,67],"crucial":[8],"skill":[9,53],"for":[10,124],"medical":[11,57,72,86,143],"students,":[12],"requiring":[13],"clear":[14],"communication":[15],"of":[16,138],"patient":[17],"information,":[18],"clinical":[19],"findings,":[20],"and":[21,28,55,74,108],"treatment":[22],"plans.":[23],"However,":[24],"inconsistent":[25],"student":[26],"participation":[27],"limited":[29],"guidance":[30],"can":[31,41],"make":[32],"this":[33],"task":[34],"challenging.":[35],"While":[36],"Large":[37],"Language":[38],"Models":[39],"(LLMs)":[40],"provide":[42],"structured":[43],"content":[44,83],"to":[45,85,88,103,112,126],"streamline":[46],"the":[47,101,136],"process,":[48],"their":[49,92],"role":[50],"in":[51],"facilitating":[52],"development":[54],"supporting":[56],"education":[58,87],"integration":[59],"remains":[60],"underexplored.":[61],"To":[62],"address":[63],"this,":[64],"we":[65],"conducted":[66],"formative":[68],"study":[69,97],"with":[70],"six":[71],"educators":[73,125],"developed":[75],"CaseMaster,":[76],"interactive":[78],"probe":[79],"that":[80],"leverages":[81],"LLM-generated":[82],"tailored":[84],"help":[89],"users":[90],"enhance":[91],"OCP":[93],"skills.":[94],"The":[95],"controlled":[96],"suggests":[98],"CaseMaster":[99],"has":[100],"potential":[102],"both":[104],"improve":[105],"quality":[107],"reduce":[109],"workload":[110],"compared":[111],"traditional":[113],"methods,":[114],"implication":[116],"reinforced":[117],"by":[118],"expert":[119],"feedback.":[120],"We":[121],"propose":[122],"guidelines":[123],"develop":[127],"adaptive,":[128],"user-centered":[129],"training":[130],"methods":[131],"using":[132],"LLMs,":[133],"while":[134],"considering":[135],"implications":[137],"integrating":[139],"advanced":[140],"technologies":[141],"into":[142],"education.":[144]},"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2026-04-14T00:00:00"}
