{"id":"https://openalex.org/W2583536723","doi":"https://doi.org/10.3389/fpsyt.2017.00007","title":"Acute Mental Discomfort Associated with Suicide Behavior in a Clinical Sample of Patients with Affective Disorders: Ascertaining Critical Variables Using Artificial Intelligence Tools","display_name":"Acute Mental Discomfort Associated with Suicide Behavior in a Clinical Sample of Patients with Affective Disorders: Ascertaining Critical Variables Using Artificial Intelligence Tools","publication_year":2017,"publication_date":"2017-02-02","ids":{"openalex":"https://openalex.org/W2583536723","doi":"https://doi.org/10.3389/fpsyt.2017.00007","mag":"2583536723","pmid":"https://pubmed.ncbi.nlm.nih.gov/28210230","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/5289061"},"language":"en","primary_location":{"id":"doi:10.3389/fpsyt.2017.00007","doi":"https://doi.org/10.3389/fpsyt.2017.00007","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyt.2017.00007","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyt.2017.00007/pdf","source":{"id":"https://openalex.org/S92766711","display_name":"Frontiers in Psychiatry","issn_l":"1664-0640","issn":["1664-0640"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychiatry","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fpsyt.2017.00007/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078221216","display_name":"Susana Morales","orcid":"https://orcid.org/0000-0002-0591-4157","observed_orcids":["https://orcid.org/0000-0002-0591-4157"]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]},{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Susana Morales","raw_affiliation_strings":["Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I162148367","https://openalex.org/I4210100871"]},{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]},{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112103729","display_name":"Jorge Barros","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Jorge Barros","raw_affiliation_strings":["Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075302605","display_name":"Orietta Ech\u00e1varri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]},{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Orietta Ech\u00e1varri","raw_affiliation_strings":["Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I162148367","https://openalex.org/I4210100871"]},{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]},{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fabi\u00e1n Garc\u00eda","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabi\u00e1n Garc\u00eda","raw_affiliation_strings":["Independent researcher, Avenida Jos\u00e9 Manso de Velasco 6968, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent researcher, Avenida Jos\u00e9 Manso de Velasco 6968, Santiago, Chile","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001759275","display_name":"Alex Osses","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Osses","raw_affiliation_strings":["Independent researcher, Isla Darwin 8726, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent researcher, Isla Darwin 8726, Santiago, Chile","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060125043","display_name":"Claudia Moya","orcid":"https://orcid.org/0000-0001-9758-1224","observed_orcids":["https://orcid.org/0000-0001-9758-1224"]},"institutions":[{"id":"https://openalex.org/I3124150290","display_name":"Universidad San Sebasti\u00e1n","ror":"https://ror.org/04jrwm652","country_code":"CL","type":"education","lineage":["https://openalex.org/I3124150290"]},{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Claudia Moya","raw_affiliation_strings":["Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile; School of Nursery, Universidad San Sebasti\u00e1n, Santiago, Chile","Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","School of Nursery, Universidad San Sebasti\u00e1n, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile; School of Nursery, Universidad San Sebasti\u00e1n, Santiago, Chile","institution_ids":["https://openalex.org/I3124150290","https://openalex.org/I4210100871"]},{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]},{"raw_affiliation_string":"School of Nursery, Universidad San Sebasti\u00e1n, Santiago, Chile","institution_ids":["https://openalex.org/I3124150290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083244548","display_name":"Mar\u00eda de la Paz Maino","orcid":"https://orcid.org/0000-0002-0767-0539","observed_orcids":["https://orcid.org/0000-0002-0767-0539"]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]},{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Paz Maino","raw_affiliation_strings":["Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I162148367","https://openalex.org/I4210100871"]},{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]},{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064424997","display_name":"Ronit Fischman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Ronit Fischman","raw_affiliation_strings":["Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001754152","display_name":"Catalina N\u00fa\u00f1ez","orcid":"https://orcid.org/0000-0002-5879-7476","observed_orcids":["https://orcid.org/0000-0002-5879-7476"]},"institutions":[{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Catalina N\u00fa\u00f1ez","raw_affiliation_strings":["Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090563617","display_name":"Tita Szmulewicz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]},{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Tita Szmulewicz","raw_affiliation_strings":["Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile; Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I162148367","https://openalex.org/I4210100871"]},{"raw_affiliation_string":"Facultad de Medicina, Departamento de Psiquiatr\u00eda, Depression and Suicidality Research Group, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]},{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025495455","display_name":"Alemka Tomicic","orcid":"https://orcid.org/0000-0003-3272-1198","observed_orcids":["https://orcid.org/0000-0003-3272-1198"]},"institutions":[{"id":"https://openalex.org/I4210100871","display_name":"Millennium Institute for Research in Depression and Personality","ror":"https://ror.org/012pnb193","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210100871"]},{"id":"https://openalex.org/I911713783","display_name":"Universidad Diego Portales","ror":"https://ror.org/03gtdcg60","country_code":"CL","type":"education","lineage":["https://openalex.org/I911713783"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Alemka Tomicic","raw_affiliation_strings":["Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile; School of Psychology, Universidad Diego Portales, Santiago, Chile","Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","School of Psychology, Universidad Diego Portales, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile; School of Psychology, Universidad Diego Portales, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871","https://openalex.org/I911713783"]},{"raw_affiliation_string":"Millennium Institute for Research in Depression and Personality (MIDAP), Depression and Suicidality Research Group, Santiago, Chile","institution_ids":["https://openalex.org/I4210100871"]},{"raw_affiliation_string":"School of Psychology, Universidad Diego Portales, Santiago, Chile","institution_ids":["https://openalex.org/I911713783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112103729"],"corresponding_institution_ids":["https://openalex.org/I162148367"],"apc_list":{"value":3150,"currency":"CHF","value_usd":3801},"apc_paid":{"value":3150,"currency":"CHF","value_usd":3801},"fwci":3.6407,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.91762382,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"7","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10376","display_name":"Suicide and Self-Harm Studies","score":0.9922000169754028,"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"}},"topics":[{"id":"https://openalex.org/T10376","display_name":"Suicide and Self-Harm Studies","score":0.9922000169754028,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10854","display_name":"Bipolar Disorder and Treatment","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/suicide-risk","display_name":"suicide risk","score":0.8429999947547913},{"id":"https://openalex.org/keywords/suicidal-ideation","display_name":"suicidal ideation","score":0.7739999890327454},{"id":"https://openalex.org/keywords/mood-disorders","display_name":"mood disorders","score":0.875},{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.5789999961853027},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.4580000042915344},{"id":"https://openalex.org/keywords/suicide-prediction","display_name":"suicide risk prediction","score":0.703000009059906},{"id":"https://openalex.org/keywords/psychiatric-patients","display_name":"psychiatric patients","score":0.48899999260902405},{"id":"https://openalex.org/keywords/psychotherapeutic-interventions","display_name":"psychotherapeutic interventions","score":0.7289999723434448},{"id":"https://openalex.org/keywords/psychological-well-being","display_name":"psychological well-being","score":0.5820000171661377},{"id":"https://openalex.org/keywords/self-worth","display_name":"self-worth","score":0.7369999885559082},{"id":"https://openalex.org/keywords/reasons-for-living","display_name":"reasons for living","score":0.9739999771118164},{"id":"https://openalex.org/keywords/artificial-intelligence-in-psychiatry","display_name":"artificial intelligence in psychiatry","score":0.6629999876022339},{"id":"https://openalex.org/keywords/crisp-dm","display_name":"CRISP-DM","score":0.7599999904632568},{"id":"https://openalex.org/keywords/gini-coefficient","display_name":"Gini coefficient","score":0.6460000276565552},{"id":"https://openalex.org/keywords/santiago-chile","display_name":"Santiago de Chile","score":0.7009999752044678},{"id":"https://openalex.org/keywords/mental-health-services","display_name":"mental health services","score":0.30799999833106995}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6328520178794861},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5431851148605347},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.480101615190506},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.45202091336250305},{"id":"https://openalex.org/C2780842732","wikidata":"https://www.wikidata.org/wiki/Q3518184","display_name":"Suicide attempt","level":4,"score":0.4404067397117615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42775991559028625},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4168807864189148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39383119344711304},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36482420563697815},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3575797975063324},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.317315936088562},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31595975160598755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29948341846466064},{"id":"https://openalex.org/C526869908","wikidata":"https://www.wikidata.org/wiki/Q3298118","display_name":"Suicide prevention","level":3,"score":0.2777654230594635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25889208912849426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19457805156707764},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.1618533432483673},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.09906429052352905},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fpsyt.2017.00007","doi":"https://doi.org/10.3389/fpsyt.2017.00007","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyt.2017.00007","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyt.2017.00007/pdf","source":{"id":"https://openalex.org/S92766711","display_name":"Frontiers in Psychiatry","issn_l":"1664-0640","issn":["1664-0640"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychiatry","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:4170505","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5289061","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:28210230","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28210230","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":"Frontiers in psychiatry","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5289061","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC5289061/","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Psychiatry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fpsyt.2017.00007","doi":"https://doi.org/10.3389/fpsyt.2017.00007","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyt.2017.00007","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyt.2017.00007/pdf","source":{"id":"https://openalex.org/S92766711","display_name":"Frontiers in Psychiatry","issn_l":"1664-0640","issn":["1664-0640"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychiatry","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":1.0}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[{"id":"https://openalex.org/G380163719","display_name":null,"funder_award_id":"IS130005","funder_id":"https://openalex.org/F4320323481","funder_display_name":"Ministerio de Econom\u00eda, Fomento y Turismo, Chile"},{"id":"https://openalex.org/G5655045116","display_name":null,"funder_award_id":"11121390","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320323481","display_name":"Ministerio de Econom\u00eda, Fomento y Turismo, Chile","ror":"https://ror.org/00as45r68"},{"id":"https://openalex.org/F4320325918","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511"},{"id":"https://openalex.org/F4320338073","display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2583536723.pdf","grobid_xml":"https://content.openalex.org/works/W2583536723.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W69784543","https://openalex.org/W208211972","https://openalex.org/W1499263063","https://openalex.org/W1518514995","https://openalex.org/W1552089776","https://openalex.org/W1606653819","https://openalex.org/W1677676009","https://openalex.org/W1748932423","https://openalex.org/W1873332500","https://openalex.org/W1901561730","https://openalex.org/W1912982817","https://openalex.org/W1947287467","https://openalex.org/W1966207226","https://openalex.org/W1971348529","https://openalex.org/W1977057409","https://openalex.org/W1987207464","https://openalex.org/W2002799377","https://openalex.org/W2003834798","https://openalex.org/W2003964254","https://openalex.org/W2029567124","https://openalex.org/W2058564113","https://openalex.org/W2060341629","https://openalex.org/W2080775338","https://openalex.org/W2081956352","https://openalex.org/W2100815757","https://openalex.org/W2104960492","https://openalex.org/W2116623423","https://openalex.org/W2133484432","https://openalex.org/W2137249537","https://openalex.org/W2146768257","https://openalex.org/W2147911020","https://openalex.org/W2148239836","https://openalex.org/W2153612992","https://openalex.org/W2155925177","https://openalex.org/W2161015908","https://openalex.org/W2162443359","https://openalex.org/W2185931274","https://openalex.org/W2319794565","https://openalex.org/W2341053054","https://openalex.org/W2397793886","https://openalex.org/W2439018145","https://openalex.org/W2471867149","https://openalex.org/W2523050635","https://openalex.org/W2526248091","https://openalex.org/W2531264298","https://openalex.org/W2532271583","https://openalex.org/W2548446892","https://openalex.org/W2558124220","https://openalex.org/W2559879832","https://openalex.org/W2567190438","https://openalex.org/W2587388615","https://openalex.org/W3022199017","https://openalex.org/W3121876541","https://openalex.org/W4232761926","https://openalex.org/W4236110830","https://openalex.org/W4247059785"],"related_works":["https://openalex.org/W2532271583","https://openalex.org/W4387296777","https://openalex.org/W7126070905","https://openalex.org/W2202313121","https://openalex.org/W6987767409","https://openalex.org/W7214216259","https://openalex.org/W4396772738","https://openalex.org/W4415286086","https://openalex.org/W4313236676","https://openalex.org/W7164856480"],"abstract_inverted_index":{"In":[0],"efforts":[1],"to":[2,6,20,117,257,271],"develop":[3],"reliable":[4],"methods":[5],"detect":[7],"the":[8,17,26,33,89,95,101,113,118,129,135,273,279],"likelihood":[9],"of":[10,25,28,35,115,133,137,157,241,275,282,288,297,309],"impending":[11],"suicidal":[12,121,245],"behaviors,":[13],"we":[14],"have":[15],"proposed":[16],"following:":[18],"Objective:":[19],"gain":[21],"a":[22,106,239,259],"deeper":[23],"understanding":[24],"state":[27,281],"suicide":[29,44,161,167],"risk":[30,162,168,287],"by":[31,94,99,109],"determining":[32],"combination":[34],"variables":[36,277],"that":[37],"distinguishes":[38],"between":[39],"groups":[40,130,308],"with":[41,73,120,166,244],"and":[42,79,88,108,150,163,247,261,299],"without":[43,160],"risk.":[45],"Method:":[46],"A":[47],"study":[48,235],"involving":[49],"707":[50],"patients":[51],"consulting":[52],"for":[53,301,303],"mental":[54],"health":[55],"issues":[56],"in":[57,61,141,306],"three":[58],"Health":[59],"Centers":[60],"Greater":[62],"Santiago,":[63],"Chile.":[64],"Using":[65],"345":[66],"variables,":[67,252],"an":[68],"analysis":[69],"was":[70,86,97,123],"carried":[71],"out":[72],"artificial":[74],"intelligence":[75],"tools,":[76],"CRISP-DM":[77],"processes":[78],"Decision":[80],"Tree":[81,185,201,218],"techniques.":[82],"The":[83],"basic":[84],"algorithm":[85],"top-down,":[87],"most":[90],"suitable":[91],"division":[92],"produced":[93],"tree":[96,146,155],"selected":[98],"using":[100,250],"lowest":[102],"Gini":[103],"index":[104],"as":[105],"criterion,":[107],"looping":[110],"it":[111,253],"until":[112],"condition":[114],"belonging":[116],"group":[119,240],"behavior":[122],"fulfilled.":[124],"Results:":[125],"Four":[126],"trees":[127],"distinguishing":[128],"were":[131,139],"obtained,":[132],"which":[134],"elements":[136],"one":[138],"analyzed":[140],"greater":[142],"detail,":[143],"since":[144],"this":[145],"included":[147],"both":[148],"clinical":[149],"personality":[151],"variables.":[152],"This":[153,234],"specific":[154],"consists":[156],"six":[158],"nodes":[159,165],"eight":[164],"(Tree":[169],"decision":[170,186,202,219],"01,":[171],"Accuracy":[172,188,204,221],"0.674,":[173],"Precision":[174,190,206,223],"0.652,":[175],"Recall":[176,192,208,225],"0.678,":[177],"Specificity":[178,194,210,227],"0.670,":[179],"F":[180,196,212,229],"measure":[181,197,230],"0.665,":[182],"ROC":[183,199,215],"AUC73.35%;":[184],"02,":[187],"0.669,":[189],"0.642,":[191],"0.694,":[193],"0.647,":[195],"0.667,":[198],"AUC68.91%;":[200],"03,":[203],"0.681,":[205],"0.675,":[207],"0.638,":[209],"0.721,":[211],"measure,":[213],"0.656,":[214],"AUC65.86":[216],"%;":[217],"04,":[220],"0.714,":[222],"0.734,":[224],"0.628,":[226],"0.792,":[228],"0.677,ROC":[231],"AUC58.85%).":[232],"Conclusion:":[233],"defines":[236],"interactions":[237],"among":[238],"variable":[242],"associated":[243],"ideation":[246],"behavior.":[248],"By":[249],"these":[251,276],"may":[254,292],"be":[255,269],"possible":[256],"create":[258],"quick":[260],"easy-to-use":[262],"tool.":[263],"As":[264],"such,":[265],"psychotherapeutic":[266],"interventions":[267,291],"could":[268],"designed":[270],"mitigate":[272],"impact":[274],"on":[278],"emotional":[280],"individuals,":[283],"thereby":[284],"reducing":[285],"eventual":[286],"suicide.":[289],"Such":[290],"reinforce":[293],"psychological":[294],"wellbeing,":[295],"feelings":[296],"self-worth":[298],"reasons":[300],"living,":[302],"each":[304],"individual":[305],"certain":[307],"patients.":[310]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2017-02-10T00:00:00"}
