{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,16]],"date-time":"2026-09-16T02:03:19Z","timestamp":1789524199499,"version":"build-2803163510"},"reference-count":24,"publisher":"Ovid Technologies (Wolters Kluwer Health)","issue":"19","content-domain":{"domain":["www.ahajournals.org"],"crossmark-restriction":true},"short-container-title":["JAHA"],"published-print":{"date-parts":[[2025,10,7]]},"abstract":"<jats:sec xml:lang=\"en\">\n            <jats:title>Background<\/jats:title>\n            <jats:p xml:lang=\"en\">Cardiogenic shock (CS) develops in up to 10% of patients with ST\u2010segment\u2013elevation myocardial infarction and is associated with high mortality and morbidity rates. The objective of the current study was to generate a clinical scoring system that can be easily applied in the prehospital setting to predict the development of in\u2010hospital CS among patients undergoing primary percutaneous coronary intervention for ST\u2010segment\u2013elevation myocardial infarction.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec xml:lang=\"en\">\n            <jats:title>Methods<\/jats:title>\n            <jats:p xml:lang=\"en\">The authors conducted a retrospective cohort study using prospective data from a dual hub\u2010and\u2010spoke health system. Logistic regression was used to assess the relationship between prespecified clinical predictors and the occurrence of in\u2010hospital CS. Internal validation was conducted to assess the C statistic and calibration curve of the prediction model. The prediction model was converted to a risk score by scaling of the regression coefficients.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec xml:lang=\"en\">\n            <jats:title>Results<\/jats:title>\n            <jats:p xml:lang=\"en\">From April 1, 2012, to December 31, 2020, there were 2736 consecutive patients with ST\u2010segment\u2013elevation myocardial infarction undergoing primary percutaneous coronary intervention. Of these, 415 (15.2%) developed CS. Eight strong predictors were independently associated with CS by multivariable analysis and used to develop a prediction model. The model achieved a C statistic of 0.87. The EARLY SHOCK risk scoring algorithm incorporates Emergency Medical Services Heart Rate and Systolic Blood Pressure, Age, Renal Replacement, Location of Infarction, Sugar (diabetes), Heart Failure, and Cardiac Arrest.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec xml:lang=\"en\">\n            <jats:title>Conclusions<\/jats:title>\n            <jats:p xml:lang=\"en\">The authors identified 8 clinical variables that strongly predict CS among patients with ST\u2010segment\u2013elevation myocardial infarction undergoing primary percutaneous coronary intervention. This has been developed into the EARLY SHOCK score, which can be easily applied in the prehospital setting to rapidly identify CS and enable shock team activation. External validation for the scoring system is pending for broader application.<\/jats:p>\n          <\/jats:sec>","DOI":"10.1161\/jaha.124.040681","type":"journal-article","created":{"date-parts":[[2025,8,12]],"date-time":"2025-08-12T11:25:47Z","timestamp":1754997947000},"update-policy":"https:\/\/doi.org\/10.1161\/crossmarkpolicy","source":"Crossref","is-referenced-by-count":7,"title":["Prehospital Prediction of Cardiogenic Shock Among Patients With ST\u2010Segment\u2013Elevation Myocardial Infarction: The EARLY SHOCK Score"],"prefix":"10.1161","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1641-1002","authenticated-orcid":false,"given":"Cathevine","family":"Yang","sequence":"first","affiliation":[{"name":"University of British Columbia","place":["Vancouver, Canada"]},{"name":"Stanford Health Care","place":["Palo Alto, 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University of British Columbia","place":["Vancouver, Canada"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4103-1383","authenticated-orcid":false,"given":"Brian","family":"Grunau","sequence":"additional","affiliation":[{"name":"University of British Columbia","place":["Vancouver, Canada"]},{"name":"Emory School of Medicine","place":["Atlanta, USA"]},{"name":"University of British Columbia","place":["Vancouver, Canada"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3513-9307","authenticated-orcid":false,"given":"Jennie","family":"Helmer","sequence":"additional","affiliation":[{"name":"University of British Columbia","place":["Vancouver, Canada"]},{"name":"BC Emergency Health Services","place":["Victoria, Canada"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0366-5492","authenticated-orcid":false,"given":"David 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