{"id":"https://openalex.org/W2891583124","doi":null,"title":"Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records.","display_name":"Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records.","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2891583124","mag":"2891583124","pmid":"https://pubmed.ncbi.nlm.nih.gov/29854129","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/5977628"},"language":"en","primary_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5977628","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5977628","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Annu Symp Proc","raw_type":"Text"},"volume":null,"type":"article","indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5977628","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031037138","display_name":"Johnny M. Downs","orcid":"https://orcid.org/0000-0002-8061-295X","observed_orcids":["https://orcid.org/0000-0002-8061-295X"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I200323923","display_name":"South London and Maudsley NHS Foundation Trust","ror":"https://ror.org/015803449","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I200323923"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Johnny Downs","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","South London and Maudsley NHS Foundation Trust, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]},{"raw_affiliation_string":"South London and Maudsley NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I200323923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070579609","display_name":"Sumithra U. Velupillai","orcid":"https://orcid.org/0000-0002-4178-2980","observed_orcids":["https://orcid.org/0000-0002-4178-2980"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["GB","SE"],"is_corresponding":false,"raw_author_name":"Sumithra Velupillai","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","School of Computer Science and Communication, KTH, Stockholm"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]},{"raw_affiliation_string":"School of Computer Science and Communication, KTH, Stockholm","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089504117","display_name":"George Gkotsis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gkotsis George","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039148067","display_name":"Rachel Holden","orcid":"https://orcid.org/0000-0002-0129-5168","observed_orcids":["https://orcid.org/0000-0002-0129-5168"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I19970341","display_name":"University of Sudbury","ror":"https://ror.org/02cdcg608","country_code":"CA","type":"education","lineage":["https://openalex.org/I19970341"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"Rachel Holden","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","University of Canterbury, Southborough, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]},{"raw_affiliation_string":"University of Canterbury, Southborough, UK","institution_ids":["https://openalex.org/I19970341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032972686","display_name":"Maxim Kikoler","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I19970341","display_name":"University of Sudbury","ror":"https://ror.org/02cdcg608","country_code":"CA","type":"education","lineage":["https://openalex.org/I19970341"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"Maxim Kikoler","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","University of Canterbury, Southborough, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]},{"raw_affiliation_string":"University of Canterbury, Southborough, UK","institution_ids":["https://openalex.org/I19970341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037673123","display_name":"Harry Dean","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harry Dean","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103393359","display_name":"Andrea C. Fernandes","orcid":"https://orcid.org/0000-0002-2855-4262","observed_orcids":["https://orcid.org/0000-0002-2855-4262"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrea Fernandes","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009826164","display_name":"Rina Dutta","orcid":"https://orcid.org/0000-0002-5614-8659","observed_orcids":["https://orcid.org/0000-0002-5614-8659"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I200323923","display_name":"South London and Maudsley NHS Foundation Trust","ror":"https://ror.org/015803449","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I200323923"]},{"id":"https://openalex.org/I34931013","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08","country_code":"GB","type":"government","lineage":["https://openalex.org/I34931013"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rina Dutta","raw_affiliation_strings":["Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","South London and Maudsley NHS Foundation Trust, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, NIHR Biomedical Research Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I34931013"]},{"raw_affiliation_string":"South London and Maudsley NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I200323923"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0894,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94948339,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"641","last_page":"649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.82669997215271,"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":0.82669997215271,"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/T10376","display_name":"Suicide and Self-Harm Studies","score":0.08399999886751175,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T13702","display_name":"Machine Learning in Healthcare","score":0.0414000004529953,"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/suicidality","display_name":"suicidality","score":0.9819999933242798},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"autism spectrum disorder","score":0.921999990940094},{"id":"https://openalex.org/keywords/adolescents","display_name":"adolescents","score":0.9879999756813049},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.9819999933242798},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.9750000238418579},{"id":"https://openalex.org/keywords/suicide-risk","display_name":"suicide risk","score":0.7250000238418579},{"id":"https://openalex.org/keywords/clinical-text-classification","display_name":"clinical text classification","score":0.5730000138282776},{"id":"https://openalex.org/keywords/automated-surveillance","display_name":"automated surveillance","score":0.625},{"id":"https://openalex.org/keywords/risk-prediction","display_name":"risk prediction","score":0.5770000219345093}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6709645986557007},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.670147180557251},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5668649673461914},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.4765663146972656},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.449521005153656},{"id":"https://openalex.org/C526869908","wikidata":"https://www.wikidata.org/wiki/Q3298118","display_name":"Suicide prevention","level":3,"score":0.448546826839447},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4344329535961151},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39953410625457764},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3815215229988098},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3795281648635864},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35954180359840393},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3561820089817047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.254880428314209},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.18632236123085022},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.139651358127594},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.1350557506084442},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008131","descriptor_name":"London","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059020","descriptor_name":"Suicidal Ideation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"pmh:oai:pubmedcentral.nih.gov:5977628","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5977628","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Annu Symp Proc","raw_type":"Text"},{"id":"pmid:29854129","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29854129","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA ... Annual Symposium proceedings. AMIA Symposium","raw_type":"Journal Article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:openaire/2e703fc1-2f87-448e-abfc-14e36036c471","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5977628","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Downs, J, Velupillai, S, Gkotsis, G, Holden, R, Kikoler, M, Dean, H, Fernandes, A & Dutta, R 2018, 'Detection of Suicidality in Adolescents with Autism Spectrum Disorders : Developing a Natural Language Processing Approach for Use in Electronic Health Records', Proceedings / AMIA, vol. 2017, no. eCollection 2017, pp. 641-649. < https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5977628/ >","raw_type":"info:eu-repo/semantics/article"},{"id":"mag:2891583124","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29854129","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5977628","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5977628","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AMIA Annu Symp Proc","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9940000176429749}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W154056763","https://openalex.org/W1504212872","https://openalex.org/W1964625659","https://openalex.org/W1966393634","https://openalex.org/W1976629685","https://openalex.org/W2036103084","https://openalex.org/W2045899956","https://openalex.org/W2097606805","https://openalex.org/W2104037911","https://openalex.org/W2125513616","https://openalex.org/W2128163348","https://openalex.org/W2156905677","https://openalex.org/W2158063953","https://openalex.org/W2177937747","https://openalex.org/W2290646566","https://openalex.org/W2509888018","https://openalex.org/W2515289471","https://openalex.org/W2522050940","https://openalex.org/W2581948540"],"related_works":["https://openalex.org/W2978934801","https://openalex.org/W4294992665","https://openalex.org/W2916778535","https://openalex.org/W4387163855","https://openalex.org/W4405710637","https://openalex.org/W4415964347","https://openalex.org/W4307219207","https://openalex.org/W3132832027","https://openalex.org/W2799568506","https://openalex.org/W3208030567"],"abstract_inverted_index":{"Over":[0],"15%":[1],"of":[2,46,65,112,117,177],"young":[3],"people":[4],"with":[5,48,88,144],"autism":[6],"spectrum":[7],"disorders":[8],"(ASD)":[9],"will":[10],"contemplate":[11],"or":[12,189],"attempt":[13],"suicide":[14,66],"during":[15],"adolescence.":[16],"Yet,":[17],"there":[18],"is":[19],"limited":[20],"evidence":[21],"concerning":[22],"risk":[23,67,190],"factors":[24,170],"for":[25,43,91,122,141,165,193],"suicidality":[26,143],"in":[27,68,96],"childhood":[28],"ASD.":[29,49],"Electronic":[30],"health":[31],"records":[32],"(EHRs)":[33],"can":[34,70],"be":[35,59,71],"used":[36],"to":[37,52,58,78,86,93,172],"create":[38],"retrospective":[39],"clinical":[40,99,129,183],"cohort":[41],"data":[42],"large":[44,98],"samples":[45],"children":[47],"However":[50],"systems":[51],"accurately":[53],"extract":[54],"suicidality-related":[55],"concepts":[56],"need":[57],"developed":[60],"so":[61],"that":[62],"putative":[63],"models":[64],"ASD":[69,100,195],"explored.":[72],"We":[73],"present":[74],"a":[75,97,109,154],"systematic":[76],"approach":[77],"1)":[79],"adapt":[80],"Natural":[81],"Language":[82],"Processing":[83],"(NLP)":[84],"solutions":[85],"screen":[87],"high":[89,138],"sensitivity":[90],"reference":[92],"suicidal":[94,126],"constructs":[95],"EHR":[101],"corpus":[102],"(230,465":[103],"documents),":[104],"and":[105,124,147,156,175,179],"2)":[106],"evaluate":[107],"within":[108,128,182],"screened":[110],"subset":[111],"500":[113],"patients,":[114],"the":[115,133,169,173],"performance":[116,140],"an":[118,186],"NLP":[119,134],"classification":[120,135],"tool":[121,136,192],"positive":[123,142],"negated":[125],"mentions":[127],"text.":[130],"When":[131],"evaluated,":[132],"showed":[137],"system":[139],"precision,":[145],"recall,":[146],"F1":[148],"scores":[149],"all":[150],">":[151],"0.85":[152],"at":[153],"document":[155],"patient":[157],"level.":[158],"The":[159],"application":[160],"therefore":[161],"provides":[162],"accurate":[163],"output":[164],"epidemiological":[166],"research":[167],"into":[168],"contributing":[171],"onset":[174],"recurrence":[176],"suicidality,":[178],"potential":[180],"utility":[181],"settings":[184],"as":[185],"automated":[187],"surveillance":[188],"prediction":[191],"specialist":[194],"services.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2018-09-27T00:00:00"}