{"id":"https://openalex.org/W7224929029","doi":"https://doi.org/10.38124/ijsrmt.v5i10.1715","title":"Predicting Outcome After Traumatic Brain Injury in Bouak\u00e9, C\u00f4te d\u2019Ivoire: Performance of IMPACT, CRASH-Basic and a Simplified Glasgow-Pupils Score in a Hospital Series of 772 Patients","display_name":"Predicting Outcome After Traumatic Brain Injury in Bouak\u00e9, C\u00f4te d\u2019Ivoire: Performance of IMPACT, CRASH-Basic and a Simplified Glasgow-Pupils Score in a Hospital Series of 772 Patients","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224929029","doi":"https://doi.org/10.38124/ijsrmt.v5i10.1715"},"language":"en","primary_location":{"id":"doi:10.38124/ijsrmt.v5i10.1715","doi":"https://doi.org/10.38124/ijsrmt.v5i10.1715","is_oa":true,"landing_page_url":"https://doi.org/10.38124/ijsrmt.v5i10.1715","pdf_url":"https://ijsrmt.com/index.php/ijsrmt/article/download/1715/618","source":{"id":"https://openalex.org/S4404675407","display_name":"International Journal of Scientific Research and Modern Technology.","issn_l":"2583-4622","issn":["2583-4622"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404675406","host_organization_name":"Modern Academy For Engineering & Technology","host_organization_lineage":["https://openalex.org/P4404675406"],"host_organization_lineage_names":["Modern Academy For Engineering & Technology"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Scientific Research and Modern Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ijsrmt.com/index.php/ijsrmt/article/download/1715/618","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107492840","display_name":"Landry St\u00e9phane Faozo Teti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277791926","display_name":"Universit\u00e9 Alassane Ouattara","ror":"https://ror.org/02jwe8b72","country_code":"CI","type":"education","lineage":["https://openalex.org/I277791926"]}],"countries":["CI"],"is_corresponding":false,"raw_author_name":"Landry Teti","raw_affiliation_strings":["MD Neurochirurgien, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MD Neurochirurgien, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire","institution_ids":["https://openalex.org/I277791926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120317770","display_name":"Yao Bernard Fionko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277791926","display_name":"Universit\u00e9 Alassane Ouattara","ror":"https://ror.org/02jwe8b72","country_code":"CI","type":"education","lineage":["https://openalex.org/I277791926"]}],"countries":["CI"],"is_corresponding":false,"raw_author_name":"Yao Bernard Fionko","raw_affiliation_strings":["MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire","institution_ids":["https://openalex.org/I277791926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153205417","display_name":"Konan Serge Yao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277791926","display_name":"Universit\u00e9 Alassane Ouattara","ror":"https://ror.org/02jwe8b72","country_code":"CI","type":"education","lineage":["https://openalex.org/I277791926"]}],"countries":["CI"],"is_corresponding":false,"raw_author_name":"Konan Serge Yao","raw_affiliation_strings":["MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire","institution_ids":["https://openalex.org/I277791926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158642016","display_name":"Adama Kouadio","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277791926","display_name":"Universit\u00e9 Alassane Ouattara","ror":"https://ror.org/02jwe8b72","country_code":"CI","type":"education","lineage":["https://openalex.org/I277791926"]}],"countries":["CI"],"is_corresponding":false,"raw_author_name":"Adama Kouadio","raw_affiliation_strings":["MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire","institution_ids":["https://openalex.org/I277791926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158559047","display_name":"Adama Simaga","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277791926","display_name":"Universit\u00e9 Alassane Ouattara","ror":"https://ror.org/02jwe8b72","country_code":"CI","type":"education","lineage":["https://openalex.org/I277791926"]}],"countries":["CI"],"is_corresponding":false,"raw_author_name":"Adama Simaga","raw_affiliation_strings":["MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire","institution_ids":["https://openalex.org/I277791926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109161982","display_name":"Ad\u00e9r\u00e9hime Ha\u00efdara","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277791926","display_name":"Universit\u00e9 Alassane Ouattara","ror":"https://ror.org/02jwe8b72","country_code":"CI","type":"education","lineage":["https://openalex.org/I277791926"]}],"countries":["CI"],"is_corresponding":false,"raw_author_name":"Ad\u00e9r\u00e9hime Haidara","raw_affiliation_strings":["MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MD, Department of Neurosurgery, Bouak\u00e9 University Hospital, Bouak\u00e9, C\u00f4te d\u2019Ivoire","institution_ids":["https://openalex.org/I277791926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I277791926"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.83284992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"10","first_page":"61","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T10416","display_name":"Traumatic Brain Injury Research","score":0.020600000396370888,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11467","display_name":"Trauma and Emergency Care Studies","score":0.009499999694526196,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/traumatic-brain-injury","display_name":"traumatic brain injury","score":0.9990000128746033},{"id":"https://openalex.org/keywords/prognostic-score","display_name":"prognostic score","score":0.8970000147819519},{"id":"https://openalex.org/keywords/impact","display_name":"impact","score":0.7670000195503235},{"id":"https://openalex.org/keywords/glasgow-coma-scale","display_name":"Glasgow Coma Scale","score":0.9470000267028809},{"id":"https://openalex.org/keywords/anisocoria","display_name":"anisocoria","score":0.9100000262260437},{"id":"https://openalex.org/keywords/in-hospital-mortality","display_name":"in-hospital mortality","score":0.8349999785423279},{"id":"https://openalex.org/keywords/prognosis-prediction","display_name":"outcome prediction","score":0.875},{"id":"https://openalex.org/keywords/sub-saharan-africa","display_name":"sub-Saharan Africa","score":0.8790000081062317},{"id":"https://openalex.org/keywords/bouake","display_name":"Bouak\u00e9","score":0.734000027179718}],"concepts":[{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.7846999764442444},{"id":"https://openalex.org/C2776107088","wikidata":"https://www.wikidata.org/wiki/Q521953","display_name":"Anisocoria","level":3,"score":0.7522000074386597},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.667900025844574},{"id":"https://openalex.org/C35405484","wikidata":"https://www.wikidata.org/wiki/Q4967066","display_name":"Brier score","level":2,"score":0.5511000156402588},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5328999757766724},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.4268999993801117},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4171999990940094},{"id":"https://openalex.org/C67761136","wikidata":"https://www.wikidata.org/wiki/Q2105849","display_name":"Post-hoc analysis","level":2,"score":0.4171000123023987},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3321000039577484},{"id":"https://openalex.org/C2777796830","wikidata":"https://www.wikidata.org/wiki/Q1529519","display_name":"Glasgow Outcome Scale","level":3,"score":0.3066999912261963},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.29919999837875366},{"id":"https://openalex.org/C17624336","wikidata":"https://www.wikidata.org/wiki/Q461644","display_name":"Glasgow Coma Scale","level":2,"score":0.29660001397132874},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.29589998722076416},{"id":"https://openalex.org/C3018023364","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Significant difference","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.2906000018119812},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.28600001335144043},{"id":"https://openalex.org/C101265243","wikidata":"https://www.wikidata.org/wiki/Q384445","display_name":"Case series","level":3,"score":0.2711000144481659},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2703999876976013},{"id":"https://openalex.org/C85004164","wikidata":"https://www.wikidata.org/wiki/Q1089964","display_name":"Injury Severity Score","level":4,"score":0.2655999958515167},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.38124/ijsrmt.v5i10.1715","doi":"https://doi.org/10.38124/ijsrmt.v5i10.1715","is_oa":true,"landing_page_url":"https://doi.org/10.38124/ijsrmt.v5i10.1715","pdf_url":"https://ijsrmt.com/index.php/ijsrmt/article/download/1715/618","source":{"id":"https://openalex.org/S4404675407","display_name":"International Journal of Scientific Research and Modern Technology.","issn_l":"2583-4622","issn":["2583-4622"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404675406","host_organization_name":"Modern Academy For Engineering & Technology","host_organization_lineage":["https://openalex.org/P4404675406"],"host_organization_lineage_names":["Modern Academy For Engineering & Technology"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Scientific Research and Modern Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.38124/ijsrmt.v5i10.1715","doi":"https://doi.org/10.38124/ijsrmt.v5i10.1715","is_oa":true,"landing_page_url":"https://doi.org/10.38124/ijsrmt.v5i10.1715","pdf_url":"https://ijsrmt.com/index.php/ijsrmt/article/download/1715/618","source":{"id":"https://openalex.org/S4404675407","display_name":"International Journal of Scientific Research and Modern Technology.","issn_l":"2583-4622","issn":["2583-4622"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404675406","host_organization_name":"Modern Academy For Engineering & Technology","host_organization_lineage":["https://openalex.org/P4404675406"],"host_organization_lineage_names":["Modern Academy For Engineering & Technology"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Scientific Research and Modern Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224929029.pdf","grobid_xml":"https://content.openalex.org/works/W7224929029.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1594364707","https://openalex.org/W2045030989","https://openalex.org/W2070921889","https://openalex.org/W2078271269","https://openalex.org/W2297716127","https://openalex.org/W2605739527","https://openalex.org/W2756705679","https://openalex.org/W2796869759","https://openalex.org/W2797706301","https://openalex.org/W2907554860","https://openalex.org/W2969601208","https://openalex.org/W2996480032","https://openalex.org/W2998800648","https://openalex.org/W3092499935","https://openalex.org/W3105401573","https://openalex.org/W3169980927","https://openalex.org/W4238788310","https://openalex.org/W4394766513","https://openalex.org/W4394857110","https://openalex.org/W4403416395"],"related_works":["https://openalex.org/W6922533293","https://openalex.org/W2998800648","https://openalex.org/W3105401573","https://openalex.org/W4200238617","https://openalex.org/W1994390445","https://openalex.org/W4394766513","https://openalex.org/W4392847962","https://openalex.org/W4393106015","https://openalex.org/W3214811382","https://openalex.org/W4403416395"],"abstract_inverted_index":{"Background:":[0],"Prognostic":[1],"scores":[2],"for":[3],"traumatic":[4],"brain":[5],"injury":[6],"(TBI)":[7],"were":[8],"built":[9],"in":[10,17,23,122],"wealthy":[11],"countries.":[12],"Few":[13],"have":[14,192],"been":[15],"tested":[16],"sub-Saharan":[18],"Africa.":[19],"Objective:":[20],"To":[21],"test,":[22],"Bouak\u00e9,":[24],"IMPACT":[25,115,166,174],"(computed":[26],"from":[27],"available":[28],"variables),":[29],"CRASH-Basic":[30,147,198,202],"and":[31,42,146,188,197],"a":[32,96,131],"simplified":[33],"score,":[34],"the":[35,51,135,158,163,208],"GCS-Pupils":[36],"adapted":[37,139,209],"to":[38,43,157,212],"anisocoria":[39],"(adapted":[40],"GCS-P),":[41],"explore":[44],"local":[45],"recalibration.":[46],"Methods:":[47],"Retrospective":[48],"analysis":[49],"of":[50,54,185,190,207],"consecutive-admissions":[52],"register":[53],"772":[55],"patients":[56,191,200],"(Bouak\u00e9":[57],"University":[58],"Hospital,":[59],"2025\u20132026),":[60],"following":[61],"TRIPOD.":[62],"Primary":[63],"endpoint:":[64,74],"in-hospital":[65],"death":[66],"(36":[67],"deaths,":[68],"all":[69],"by":[70],"day":[71],"14).":[72],"Secondary":[73],"unfavourable":[75],"outcome":[76],"(GOS":[77],"1\u20133,":[78],"median":[79],"follow-up":[80],"3.2":[81],"months).":[82],"Discrimination:":[83],"AUC,":[84],"DeLong":[85],"test.":[86],"Calibration:":[87],"intercept,":[88],"slope,":[89],"expected/observed":[90,149],"ratio,":[91],"Brier":[92,132],"score":[93,133],"compared":[94],"with":[95,130,165],"null":[97,136],"model.":[98],"Analyses:":[99],"whole":[100],"cohort,":[101],"moderate-to-severe":[102,123,161],"TBI":[103,162],"(IMPACT\u2019s":[104],"domain),":[105],"adults;":[106],"post":[107],"hoc":[108],"additions.":[109],"Results:":[110],"In-hospital":[111],"mortality":[112],"was":[113,167],"4.7%.":[114],"overestimated":[116],"risk":[117],"(expected/observed":[118],"ratio":[119],"3.4;":[120],"2.0":[121],"TBI),":[124],"discriminated":[125,151],"poorly":[126],"(AUC":[127,141],"0.64;":[128],"0.66),":[129],"above":[134],"model\u2019s.":[137],"The":[138,195],"GCS-P":[140,210],"0.79),":[142],"GCS":[143,196],"alone":[144],"(0.78)":[145],"(0.78;":[148],"1.46)":[150],"better.":[152],"Anisocoria":[153],"added":[154],"almost":[155],"nothing":[156],"GCS.":[159],"In":[160],"difference":[164],"not":[168,183],"significant":[169],"(p":[170],"=":[171],"0.16).":[172],"Conclusions:":[173],"clearly":[175],"overestimates":[176],"risk:":[177],"its":[178],"horizon":[179],"(six":[180],"months)":[181],"is":[182,217],"that":[184],"our":[186],"endpoint,":[187],"56%":[189],"mild":[193],"TBI.":[194],"rank":[199],"better,":[201],"being":[203],"less":[204],"miscalibrated.":[205],"Calibration":[206],"remains":[211],"be":[213],"evaluated.":[214],"Multicentre":[215],"validation":[216],"needed.":[218]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-31T00:00:00"}
