{"id":"https://openalex.org/W4396501581","doi":"https://doi.org/10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","title":"Using Causal Discovery Methods to Identify Predictors for Incident Lung Function Decline in COPD","display_name":"Using Causal Discovery Methods to Identify Predictors for Incident Lung Function Decline in COPD","publication_year":2024,"publication_date":"2024-04-30","ids":{"openalex":"https://openalex.org/W4396501581","doi":"https://doi.org/10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932"},"language":"en","primary_location":{"id":"doi:10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","doi":"https://doi.org/10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","is_oa":false,"landing_page_url":"https://doi.org/10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D15. MACHINE LEARNING AND LARGE COHORT STUDIES TO UNDERSTAND EXPOSURE-RELATED LUNG DISEASE","raw_type":"proceedings-article"},"volume":null,"type":"conference-abstract","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":null,"display_name":"R. Gregg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Gregg","raw_affiliation_strings":["Epidemiology, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Epidemiology, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035524361","display_name":"Edwin K. Silverman","orcid":"https://orcid.org/0000-0002-3641-3822","observed_orcids":["https://orcid.org/0000-0002-3641-3822"]},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I121934306","https://openalex.org/I1283280774","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E.K. Silverman","raw_affiliation_strings":["Brigham and Womens Hosp, Boston, MA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brigham and Womens Hosp, Boston, MA, United States","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051093934","display_name":"Dawn Lisa DeMeo","orcid":"https://orcid.org/0000-0001-9653-0636","observed_orcids":["https://orcid.org/0000-0001-9653-0636"]},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I121934306","https://openalex.org/I1283280774","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.L. Demeo","raw_affiliation_strings":["Brigham and Womens Hosp, Boston, MA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brigham and Womens Hosp, Boston, MA, United States","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042618575","display_name":"Panayiotis V. Benos","orcid":"https://orcid.org/0000-0003-3172-3132","observed_orcids":["https://orcid.org/0000-0003-3172-3132"]},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P.V. Benos","raw_affiliation_strings":["Epidemiology, University of Florida, Gainesville, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Epidemiology, University of Florida, Gainesville, FL, United States","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":"A6932","last_page":"A6932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.00279999990016222,"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"}},{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/chronic-obstructive-pulmonary-disease","display_name":"chronic obstructive pulmonary disease","score":0.8930000066757202},{"id":"https://openalex.org/keywords/lung-function-decline","display_name":"lung function decline","score":0.9729999899864197},{"id":"https://openalex.org/keywords/causal-discovery","display_name":"causal discovery","score":0.878000020980835},{"id":"https://openalex.org/keywords/predictor-identification","display_name":"predictor identification","score":0.7020000219345093},{"id":"https://openalex.org/keywords/causal-inference","display_name":"causal inference","score":0.722000002861023}],"concepts":[{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.7962509989738464},{"id":"https://openalex.org/C3018587741","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung function","level":3,"score":0.7444305419921875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5756387710571289},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45077019929885864},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3759167492389679},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.35081809759140015},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2263890504837036},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08611947298049927},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","doi":"https://doi.org/10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","is_oa":false,"landing_page_url":"https://doi.org/10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D15. MACHINE LEARNING AND LARGE COHORT STUDIES TO UNDERSTAND EXPOSURE-RELATED LUNG DISEASE","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9763000011444092,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2948969362","https://openalex.org/W4401537201","https://openalex.org/W6941121324","https://openalex.org/W2971139588","https://openalex.org/W2339878586","https://openalex.org/W4225323948","https://openalex.org/W4225300583","https://openalex.org/W2323657730","https://openalex.org/W2316360051","https://openalex.org/W4367604292"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-05-01T00:00:00"}