{"id":"https://openalex.org/W4416243418","doi":"https://doi.org/10.48550/arxiv.2508.08115","title":"TeamMedAgents: Pareto-Efficient Multi-Agent Medical Reasoning Through Teamwork Theory","display_name":"TeamMedAgents: Pareto-Efficient Multi-Agent Medical Reasoning Through Teamwork Theory","publication_year":2025,"publication_date":"2025-08-11","ids":{"openalex":"https://openalex.org/W4416243418","doi":"https://doi.org/10.48550/arxiv.2508.08115"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2508.08115","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.08115","pdf_url":"https://arxiv.org/pdf/2508.08115","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2508.08115","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mishra, Pranav Pushkar","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mishra, Pranav Pushkar","raw_affiliation_strings":["University of Illinois, Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086442034","display_name":"Mohammad Arvan","orcid":"https://orcid.org/0000-0001-9155-4559"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arvan, Mohammad","raw_affiliation_strings":["University of Illinois, Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120599024","display_name":"Mohan Zalake","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zalake, Mohan","raw_affiliation_strings":["University of Illinois, Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39422238"],"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.2678000032901764,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.2678000032901764,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.1899999976158142,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.07270000129938126,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/teamwork","display_name":"Teamwork","score":0.8532000184059143},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.777999997138977},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6524999737739563},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5608999729156494},{"id":"https://openalex.org/keywords/psycinfo","display_name":"PsycINFO","score":0.4560000002384186},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.3783999979496002}],"concepts":[{"id":"https://openalex.org/C111226992","wikidata":"https://www.wikidata.org/wiki/Q626225","display_name":"Teamwork","level":2,"score":0.8532000184059143},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.777999997138977},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6524999737739563},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5608999729156494},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5213000178337097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48420000076293945},{"id":"https://openalex.org/C2779549880","wikidata":"https://www.wikidata.org/wiki/Q5542226","display_name":"PsycINFO","level":3,"score":0.4560000002384186},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4528999924659729},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35580000281333923},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3009999990463257},{"id":"https://openalex.org/C141330323","wikidata":"https://www.wikidata.org/wiki/Q2354820","display_name":"Evidence-based practice","level":3,"score":0.2953000068664551},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2937999963760376},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.2842000126838684},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.2637999951839447}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2508.08115","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.08115","pdf_url":"https://arxiv.org/pdf/2508.08115","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2508.08115","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2508.08115","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2508.08115","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.08115","pdf_url":"https://arxiv.org/pdf/2508.08115","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Complex":[0],"medical":[1,64,121],"reasoning":[2,59],"has":[3],"historically":[4],"required":[5],"frontier":[6,73],"language":[7],"models":[8],"to":[9,55],"achieve":[10],"clinically-acceptable":[11],"accuracy,":[12],"creating":[13],"computational":[14,39],"barriers":[15],"that":[16,30,67,111],"limit":[17],"deployment":[18,104],"in":[19,123],"resource-constrained":[20,124],"clinical":[21,58,125],"settings.":[22],"We":[23],"present":[24],"TeamMedAgents,":[25],"a":[26],"modular":[27],"multi-agent":[28,101],"framework":[29,94],"translates":[31],"Salas":[32],"et":[33],"al.'s":[34],"evidence-based":[35],"teamwork":[36],"theory":[37],"into":[38],"mechanisms--shared":[40],"mental":[41],"models,":[42],"team":[43,45],"leadership,":[44],"orientation,":[46],"trust":[47],"networks,":[48],"and":[49,91],"mutual":[50],"monitoring--enabling":[51],"Small":[52],"Language":[53],"Models":[54],"perform":[56],"multi-step":[57],"efficiently.":[60],"Evaluation":[61],"across":[62],"8":[63],"benchmarks":[65],"demonstrates":[66],"TeamMedAgents":[68],"advances":[69],"the":[70,96],"Pareto":[71],"efficiency":[72],"by":[74],"1-2":[75],"orders":[76],"of":[77],"magnitude,":[78],"achieving":[79],"competitive":[80],"accuracy":[81],"at":[82],"substantially":[83],"lower":[84],"token":[85],"cost":[86],"than":[87],"MDAgents,":[88],"MedAgents,":[89],"DyLAN,":[90],"ReConcile.":[92],"The":[93],"exhibits":[95],"lowest":[97],"cross-dataset":[98],"variance":[99],"among":[100],"approaches,":[102],"enabling":[103],"without":[105],"per-task":[106],"tuning.":[107],"Our":[108],"results":[109],"establish":[110],"theory-grounded":[112],"coordination":[113],"mechanisms":[114],"provide":[115],"essential":[116],"scaffolding":[117],"for":[118],"deploying":[119],"efficient":[120],"AI":[122],"environments.":[126]},"counts_by_year":[],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
