{"id":"https://openalex.org/W3036340576","doi":"https://doi.org/10.1080/10503307.2020.1781952","title":"Just in time crisis response: suicide alert system for telemedicine psychotherapy settings","display_name":"Just in time crisis response: suicide alert system for telemedicine psychotherapy settings","publication_year":2020,"publication_date":"2020-06-19","ids":{"openalex":"https://openalex.org/W3036340576","doi":"https://doi.org/10.1080/10503307.2020.1781952","mag":"3036340576","pmid":"https://pubmed.ncbi.nlm.nih.gov/32558625"},"language":"en","primary_location":{"id":"doi:10.1080/10503307.2020.1781952","doi":"https://doi.org/10.1080/10503307.2020.1781952","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10503307.2020.1781952","pdf_url":null,"source":{"id":"https://openalex.org/S204777700","display_name":"Psychotherapy Research","issn_l":"1050-3307","issn":["1050-3307","1468-4381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Psychotherapy Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5077702383","display_name":"Niels Bantilan","orcid":"https://orcid.org/0000-0003-1713-5772","observed_orcids":["https://orcid.org/0000-0003-1713-5772"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niels Bantilan","raw_affiliation_strings":["Talkspace, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Talkspace, New York, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040524783","display_name":"Matteo Malgaroli","orcid":"https://orcid.org/0000-0003-4209-6939","observed_orcids":["https://orcid.org/0000-0003-4209-6939"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matteo Malgaroli","raw_affiliation_strings":["NYU Grossman School of Medicine, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NYU Grossman School of Medicine, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113605676","display_name":"Bonnie K. Ray","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bonnie Ray","raw_affiliation_strings":["Talkspace, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Talkspace, New York, NY, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044981630","display_name":"Thomas D. Hull","orcid":"https://orcid.org/0000-0001-8275-6765","observed_orcids":["https://orcid.org/0000-0001-8275-6765"]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thomas D. Hull","raw_affiliation_strings":["Columbia University, New York, USA","Talkspace, New York, NY, USA","3 Columbia University, New York, USA"],"raw_orcid":"https://orcid.org/0000-0001-8275-6765","affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Talkspace, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"3 Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044981630"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":6.0189,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.96501117,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"31","issue":"3","first_page":"289","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9907000064849854,"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":0.9907000064849854,"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":0.007699999958276749,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.00019999999494757503,"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/suicide-risk-detection","display_name":"suicide risk identification","score":0.9049999713897705},{"id":"https://openalex.org/keywords/telemedicine","display_name":"telemedicine","score":0.6579999923706055},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.9509999752044678},{"id":"https://openalex.org/keywords/crisis-response","display_name":"crisis response","score":0.7039999961853027},{"id":"https://openalex.org/keywords/suicide-prevention","display_name":"suicide prevention","score":0.5799999833106995},{"id":"https://openalex.org/keywords/suicidal-ideation","display_name":"suicidal ideation","score":0.593999981880188},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.6539999842643738}],"concepts":[{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.6387767791748047},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5673058032989502},{"id":"https://openalex.org/C2776641880","wikidata":"https://www.wikidata.org/wiki/Q944142","display_name":"Suicidal ideation","level":4,"score":0.5593697428703308},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.4901929497718811},{"id":"https://openalex.org/C526869908","wikidata":"https://www.wikidata.org/wiki/Q3298118","display_name":"Suicide prevention","level":3,"score":0.48421597480773926},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.48127859830856323},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46873411536216736},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.45363765954971313},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.42658960819244385},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4255145490169525},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.4177418351173401},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.4109760522842407},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3819102346897125},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32438984513282776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3148474097251892},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2677556276321411},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25667804479599},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.24416831135749817},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.19069460034370422},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011613","descriptor_name":"Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013405","descriptor_name":"Suicide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1080/10503307.2020.1781952","doi":"https://doi.org/10.1080/10503307.2020.1781952","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10503307.2020.1781952","pdf_url":null,"source":{"id":"https://openalex.org/S204777700","display_name":"Psychotherapy Research","issn_l":"1050-3307","issn":["1050-3307","1468-4381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Psychotherapy Research","raw_type":"journal-article"},{"id":"pmid:32558625","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32558625","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":"Psychotherapy research : journal of the Society for Psychotherapy Research","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9763000011444092,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3487303314","display_name":null,"funder_award_id":"PRG-0-104-19","funder_id":"https://openalex.org/F4320306598","funder_display_name":"American Foundation for Suicide Prevention"}],"funders":[{"id":"https://openalex.org/F4320306598","display_name":"American Foundation for Suicide Prevention","ror":"https://ror.org/01zcf4n33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1545404249","https://openalex.org/W1742870436","https://openalex.org/W1971348529","https://openalex.org/W2007405994","https://openalex.org/W2016209834","https://openalex.org/W2025244593","https://openalex.org/W2053479646","https://openalex.org/W2062270971","https://openalex.org/W2063451130","https://openalex.org/W2083524390","https://openalex.org/W2085761639","https://openalex.org/W2101234009","https://openalex.org/W2113736322","https://openalex.org/W2131490903","https://openalex.org/W2150180799","https://openalex.org/W2213844885","https://openalex.org/W2295598076","https://openalex.org/W2498119267","https://openalex.org/W2596790840","https://openalex.org/W2612690371","https://openalex.org/W2761895210","https://openalex.org/W2790199850","https://openalex.org/W2799568506","https://openalex.org/W2806563890","https://openalex.org/W2898155085","https://openalex.org/W2914250053","https://openalex.org/W2914453135","https://openalex.org/W2945976633","https://openalex.org/W2950385512","https://openalex.org/W2982044261","https://openalex.org/W2990138404","https://openalex.org/W3008864515","https://openalex.org/W3097760447","https://openalex.org/W3102476541","https://openalex.org/W4200403811"],"related_works":["https://openalex.org/W3021544833","https://openalex.org/W4360618685","https://openalex.org/W3008864515","https://openalex.org/W3175475730","https://openalex.org/W4415455766","https://openalex.org/W7199832398","https://openalex.org/W7143354660","https://openalex.org/W4307219207","https://openalex.org/W4224288001","https://openalex.org/W4405710637"],"abstract_inverted_index":{"Objective:":[0],"To":[1],"design":[2],"a":[3,50,153],"Natural":[4],"Language":[5],"Processing":[6],"(NLP)":[7],"algorithm":[8],"capable":[9],"of":[10,35,65,173],"detecting":[11,44],"suicide":[12,55,66,101,131],"content":[13,46,119,122],"from":[14,95,109,120],"patients\u2019":[15,107],"written":[16],"communication":[17],"to":[18,21,99,163,168],"their":[19],"therapists,":[20],"support":[22],"rapid":[23],"response":[24],"and":[25,182],"clinical":[26],"decision":[27],"making":[28],"in":[29,104,148,152,170],"telehealth":[30,146],"settings.Method:":[31],"A":[32,84],"training":[33,111],"dataset":[34],"therapy":[36],"transcripts":[37],"for":[38,130,179],"1,864":[39],"patients":[40,70],"was":[41,88],"established":[42],"by":[43,69,72,136],"patient":[45,181],"endorsing":[47],"suicidality":[48],"using":[49,92],"proxy-model":[51,74],"anchored":[52],"on":[53],"therapists\u2019":[54],"prevention":[56],"interventions;":[57],"human":[58],"expert":[59,97],"raters":[60,98],"then":[61,89],"assessed":[62],"the":[63,73,93,96,110,137,171,175],"level":[64,103],"risk":[67,78,102,141],"endorsed":[68],"identified":[71,117,135],"(i.e.,":[75],"no":[76],"risk,":[77],"factors,":[79],"ideation,":[80],"method,":[81],"or":[82],"plan).":[83],"bag-of-words":[85],"classification":[86],"model":[87,116,143],"iteratively":[90],"built":[91],"annotations":[94],"detect":[100],"85,216":[105],"labeled":[106],"sentences":[108],"dataset.Results:":[112],"The":[113,140],"final":[114],"NLP":[115,138],"risk-related":[118],"non-risk":[121],"with":[123],"good":[124],"accuracy":[125],"(AUC":[126],"=":[127],"82.78).Conclusions:":[128],"Risk":[129],"could":[132,144,159],"be":[133,161],"reliably":[134],"algorithm.":[139],"detection":[142],"assist":[145,169],"clinicians":[147],"providing":[149],"crisis":[150],"resources":[151],"timely":[154],"manner.":[155],"This":[156],"modeling":[157],"approach":[158],"also":[160],"applied":[162],"other":[164],"psychotherapy":[165,176],"research":[166],"tasks":[167],"understanding":[172],"how":[174],"process":[177],"unfolds":[178],"each":[180],"therapist.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-06-25T00:00:00"}
