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Dive into the research topics where Robert M. Rodriguez is active.

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Featured researches published by Robert M. Rodriguez.


Critical Care Medicine | 1998

Efficacy of recombinant human erythropoietin in the critically ill patient: a randomized, double-blind, placebo-controlled trial.

Howard L. Corwin; Andrew Gettinger; Robert M. Rodriguez; Ronald G. Pearl; K. Dean Gubler; Christopher Enny; Theodore Colton; Michael J. Corwin

ObjectiveTo determine whether the administration of recombinant human erythropoietin (rHuEPO) to critically ill patients in the intensive care unit (ICU) would reduce the number of red blood cell (RBC) transfusions required. DesignA prospective, randomized, double-blind, placebo- controlled, multicenter trial. SettingICUs at three academic tertiary care medical centers. PatientsA total of 160 patients who were admitted to the ICU and met the eligibility criteria were enrolled in the study (80 into the rHuEPO group; 80 into the placebo group). InterventionsPatients were randomized to receive either rHuEPO or placebo. The study drug (300 units/kg of rHuEPO or placebo) was administered by subcutaneous injection beginning ICU day 3 and continuing daily for a total of 5 days (until ICU day 7). The subsequent dosing schedule was every other day to achieve a hematocrit (Hct) concentration of >38%. The study drug was given for a minimum of 2 wks or until ICU discharge (for subjects with ICU lengths of stay >2 wks) up to a total of 6 wks (42 days) postrandomization. Measurements and Main ResultsThe cumulative number of units of RBCs transfused was significantly less in the rHuEPO group than in the placebo group (p < .002, Kolmogorov-Smirnov test). The rHuEPO group was transfused with a total of 166 units of RBCs vs. 305 units of RBCs transfused in the placebo group. The final Hct concentration of the rHuEPO patients was significantly greater than the final Hct concentration of placebo patients (35.1 ± 5.6 vs. 31.6 ± 4.1;p < .01, respectively). A total of 45% of patients in the rHuEPO group received a blood transfusion between days 8 and 42 or died before study day 42 compared with 55% of patients in the placebo group (relative risk, 0.8; 95% confidence interval, 0.6, 1.1). There were no significant differences between the two groups either in mortality or in the frequency of adverse events. ConclusionsThe administration of rHuEPO to critically ill patients is effective in raising their Hct concentrations and in reducing the total number of units of RBCs they require. (Crit Care Med 1999; 27:2346–2350)


Annals of Emergency Medicine | 2008

Electrocardiographic Criteria for Detecting Acute Myocardial Infarction in Patients With Left Bundle Branch Block: A Meta-analysis

Jeffrey A. Tabas; Robert M. Rodriguez; Hilary K. Seligman; Nora Goldschlager

STUDY OBJECTIVE Numerous investigators have evaluated the ECG algorithm described by Sgarbossa et al to predict acute myocardial infarction in the presence of left bundle branch block and have arrived at divergent conclusions. To clarify the utility of the Sgarbossa ECG algorithm, we perform a systematic review and meta-analysis of these trials. METHODS A structured search was applied to MEDLINE and Scopus databases, beginning with the year that the algorithm was derived (1996). Two reviewers independently screened citations, assessed for method quality, and extracted data (individual study characteristics, screening performance, and interobserver agreement) with a standardized extraction tool. We assessed qualifying studies for heterogeneity and generated summary estimates for the sensitivity, specificity, and positive and negative likelihood ratios with fixed-effect models. RESULTS We identified 11 studies with 2,100 patients that met criteria for at least 1 component of the analysis. Ten studies with 1,614 patients reported a Sgarbossa ECG algorithm score of greater than or equal to 3. These yielded a summary sensitivity of 20% (95% confidence interval [CI] 18% to 23%), specificity of 98% (95% CI 97% to 99%), a positive likelihood ratio of 7.9 (95% CI 4.5 to 13.8), and a negative likelihood ratio of 0.8 (95% CI 0.8 to 0.9). The summary diagnostic odds ratio revealed homogeneity. Seven studies with 1,213 patients reported a Sgarbossa ECG algorithm score of greater than or equal to 2. These yielded sensitivities ranging from 20% to 79% and specificities ranging from 61% to 100%. Positive likelihood ratios ranged from 0.7 to 6.6 and negative likelihood ratios ranged from 0.2 to 1.1. The summary diagnostic odds ratio revealed heterogeneity. Intra- and interobserver agreement was substantial. Sensitivity analysis using the highest-quality studies yielded similar results. CONCLUSION A Sgarbossa ECG algorithm score of greater than or equal to 3, representing greater than or equal to 1 mm of concordant ST elevation or greater than or equal to 1 mm ST depression in leads V1 to V3, is useful for diagnosing acute myocardial infarction in patients who present with left bundle branch block on ECG. The scoring system demonstrates good to excellent overall interobserver variability. A score of 2, representing 5 mm or more of discordant ST deviation, demonstrated ineffective positive likelihood ratios. A Sgarbossa ECG algorithm score of 0 is not useful in excluding acute myocardial infarction.


Annals of Emergency Medicine | 1993

Emergency department immunization of the elderly with pneumococcal and influenza vaccines

Robert M. Rodriguez; Larry J. Baraff

STUDY OBJECTIVE To determine the feasibility of immunizing unvaccinated elderly patients with influenza and pneumococcal vaccines in the emergency department. PARTICIPANTS AND SETTING A convenience sample of elderly patients presenting to an urban university-affiliated ED. DESIGN AND INTERVENTIONS Elderly ED patients were asked about prior influenza and pneumococcal immunization. Nonimmunized patients were given information sheets, were informed of the changes for vaccination, and were asked if they desired immunization as part of their ED care. Those desiring immunization who lacked contraindications were immunized. RESULTS One hundred thirty-three patients were enrolled. Eighty-two percent had not been immunized with pneumococcal vaccine; 62% of these nonimmunized patients stated they desired pneumococcal vaccination, and 58% were immunized. Sixty-three percent of the 133 patients had not received current influenza vaccine; 54% of these nonimmunized patients stated they desired influenza vaccine, and 50% were immunized. CONCLUSION The majority of elderly ED patients are not immunized adequately with influenza and pneumococcal vaccines as recommended by the Centers for Disease Control and Prevention. Most elderly patients will accept immunization with these vaccines as part of their ED care. These vaccines can be delivered effectively to elderly patients in the ED.


Annals of Emergency Medicine | 2009

Food, shelter and safety needs motivating homeless persons' visits to an urban emergency department.

Robert M. Rodriguez; Jonathan Fortman; Chris Chee; Valerie L. Ng; Daniel Poon

STUDY OBJECTIVES We determine whether homeless persons present to the emergency department (ED) for food, shelter, and safety and whether the availability of alternative sites for provision of these needs might decrease their ED presentations. METHODS In July to August 2006 and February to March 2007, adult homeless and control (not homeless) patients, who self-presented (nonambulance) to an urban county ED, were interviewed with a structured instrument. RESULTS One hundred ninety-one homeless and 63 control subjects were enrolled. Homeless persons spent a mean (standard deviation [SD]) of 3.5 (3.0) nights/week sleeping without shelter and ate a mean (SD) of 2.1 (1.1) meals per day; 51% stated they had been assaulted on the street. On an analog scale, in which 0=no problem and 10=worst possible problem in their daily lives, the mean (SD) homeless subject responses for hunger, lack of shelter, and safety were 4.8 (3.7), 6.1 (4.2), and 5.1 (4.0), respectively. More homeless (29% [55/189]) than not homeless (10% [6/63]) persons replied that hunger, safety concerns, and lack of shelter were reasons they came to the ED (Delta=20%; 95% confidence interval 10% to 29%). If offered a place that would provide food, shelter, and safety at all times, 24% of homeless subjects stated they would not have come to the ED. CONCLUSION Homeless persons commonly come to the ED for food, shelter, and safety. Provision of these subsistence needs at all times at another site may decrease their ED presentations.


Annals of Emergency Medicine | 1995

Need and desire for preventive care measures in emergency department patients

Robert M. Rodriguez; William J Kreider; Larry J. Baraff

STUDY OBJECTIVE To determine the need and desire for selected preventive care measures in an adult emergency department population, comparing patients with and without primary physicians. DESIGN Written survey. SETTING Urban university ED. PARTICIPANTS English-speaking patients 18 years of age or older who did not arrive by ambulance, did not have a critical illness, and did not have a psychiatric complaint. RESULTS The main outcome measures were past preventive care and desire to initiate preventive care measures as part of ED care. Nine hundred fifty-three surveys were distributed; 647 were completed and returned. Twenty-seven percent of patients knew their cholesterol level. Forty-three percent of men aged 40 years or older reported having had a prostate examination in the past year, and 39% of men aged 50 years or older reported having had an examination of stool for blood in the past year. Twenty-one percent of women reported taking calcium, and 67% of women aged 40 years or older had had a mammogram in the past 2 years. Sixty-three percent of patients had a primary physician; these patients were more likely to have received each of the preventive care measures studied (P < .025). Fifty-three percent of women not taking calcium requested information about osteoporosis prevention, and 30% requested prescriptions for calcium supplements. Sixty-two percent of women who did not have a current mammogram requested mammography information, and 60% requested referrals for mammography. Fifty-four percent of patients requested cholesterol and diet information. Patients requesting information, referrals, and prescriptions were given them. CONCLUSION In a selected ED population, there was both need and desire for preventive health care measures to be initiated or provided as part of ED care, especially among patients who did not have primary physicians.


American Journal of Emergency Medicine | 2013

What is the clinical significance of chest CT when the chest x-ray result is normal in patients with blunt trauma?

Bory Kea; Ruwan Gamarallage; Hemamalini Vairamuthu; Jonathan Fortman; Kevin Lunney; Gregory W. Hendey; Robert M. Rodriguez

BACKGROUND Computed tomography (CT) has been shown to detect more injuries than plain radiography in patients with blunt trauma, but it is unclear whether these injuries are clinically significant. STUDY OBJECTIVES This study aimed to determine the proportion of patients with normal chest x-ray (CXR) result and injury seen on CT and abnormal initial CXR result and no injury on CT and to characterize the clinical significance of injuries seen on CT as determined by a trauma expert panel. METHODS Patients with blunt trauma older than 14 years who received emergency department chest imaging as part of their evaluation at 2 urban level I trauma centers were enrolled. An expert trauma panel a priori classified thoracic injuries and subsequent interventions as major, minor, or no clinical significance. RESULTS Of 3639 participants, 2848 (78.3%) had CXR alone and 791 (21.7%) had CXR and chest CT. Of 589 patients who had chest CT after a normal CXR result, 483 (82.0% [95% confidence interval [CI], 78.7-84.9%]) had normal CT results, and 106 (18.0% [95% CI, 15.1%-21.3%]) had CTs diagnosing injuries-primarily rib fractures, pulmonary contusion, and incidental pneumothorax. Twelve patients had injuries classified as clinically major (2.0% [95% CI, 1.2%-3.5%]), 78 were clinically minor (13.2% [95% CI, 10.7%-16.2%]), and 16 were clinically insignificant (2.7% (95% CI, 1.7%-4.4%]). Of 202 patients with CXRs suggesting injury, 177 (87.6% [95% CI, 82.4%-91.5%]) had chest CTs confirming injury and 25 (12.4% [95% CI, 8.5%-17.6%]) had no injury on CT. CONCLUSION Chest CT after a normal CXR result in patients with blunt trauma detects injuries, but most do not lead to changes in patient management.


Prehospital Emergency Care | 2007

The Ability of Emergency Medical Dispatch Codes of Medical Complaints to Predict ALS Prehospital Interventions

Karl A. Sporer; Glen M. Youngblood; Robert M. Rodriguez

Objective. The Medical Priority Dispatch System (MPDS) is an emergency medical dispatch (EMD) system that is commonly used to triage 9-1-1 calls andoptimize paramedic andEMT dispatch. The objective of this study was to determine the sensitivity, specificity, andpositive andnegative predictive values of selected MPDS dispatch codes to predict the need for ALS medication or procedures. Methods. Patients with selected MPDS codes between November 1, 2003, andOctober 31, 2005, from a suburban California county were matched with their electronic patient care record. The records of all transported patients were queried for prehospital interventions andmatched to their MPDS classification [Basic Life Support (BLS) versus Advanced Life Support (ALS)]. Patients who received prehospital interventions or medications were considered ALS Intervention. With true positive = ALS by MPDS + ALS Intervention, true negative = BLS by MPDS + BLS Interventions, false positive = ALS by MPDS + BLS Interventions, andfalse negative = BLS by MPDS + ALS Interventions, the screening performance of the San Mateo County EMD system was determined for selected complaint categories (abdominal pain, breathing problems chest pain, sick person, seizures, andunconscious/fainting). Results. There were a total of 64,647 medical calls, and42,651 went through the EMD process; 31,187 went through the EMD process andwere transported; 22,243of these were matched to a patient care record. The sensitivity andspecificity with 95% confidence intervals in () were as follows: all EMD calls 84 (83–85), 36 (35–36); abdominal pain, 53 (41–65), 47 (43–51); chest pain 99 (99–100), 2 (1–3); seizure 83 (77–88), 20 (17–23), sick 59 (53–64), 51 (49–54), andunconscious/fainting 99 (98–100), 2 (2–3). Conclusion. In our EMS system, MPDS coding for all medical calls had high sensitivity andlow specificity for the prediction of calls that required ALS intervention. Chest pain andunconscious/fainting calls were screened with very high sensitivity but very low specificity.


Annals of Emergency Medicine | 2015

Prevalence and clinical import of thoracic injury identified by chest computed tomography but not chest radiography in blunt trauma: Multicenter prospective cohort study presented at the western regional society for academic emergency medicine meeting, March 2014, Irvine, CA; And the Society for Academic Emergency Medicine national meeting, May 2014, Dallas, TX.

Mark I. Langdorf; Anthony J. Medak; Gregory W. Hendey; Daniel K. Nishijima; William R. Mower; Ali S. Raja; Brigitte M. Baumann; Deirdre Anglin; Craig L. Anderson; Shahram Lotfipour; Karin E. Reed; Nadia Zuabi; Nooreen A. Khan; Chelsey A. Bithell; Armaan A. Rowther; Julian Villar; Robert M. Rodriguez

STUDY OBJECTIVE Chest computed tomography (CT) diagnoses more injuries than chest radiography, so-called occult injuries. Wide availability of chest CT has driven substantial increase in emergency department use, although the incidence and clinical significance of chest CT findings have not been fully described. We determine the frequency, severity, and clinical import of occult injury, as determined by changes in management. These data will better inform clinical decisions, need for chest CT, and odds of intervention. METHODS Our sample included prospective data (2009 to 2013) on 5,912 patients at 10 Level I trauma center EDs with both chest radiography and chest CT at physician discretion. These patients were 40.6% of 14,553 enrolled in the parent study who had either chest radiography or chest CT. Occult injuries were pneumothorax, hemothorax, sternal or greater than 2 rib fractures, pulmonary contusion, thoracic spine or scapula fracture, and diaphragm or great vessel injury found on chest CT but not on preceding chest radiography. A priori, we categorized thoracic injuries as major (having invasive procedures), minor (observation or inpatient pain control >24 hours), or of no clinical significance. Primary outcome was prevalence and proportion of occult injury with major interventions of chest tube, mechanical ventilation, or surgery. Secondary outcome was minor interventions of admission rate or observation hours because of occult injury. RESULTS Two thousand forty-eight patients (34.6%) had chest injury on chest radiography or chest CT, whereas 1,454 of these patients (71.0%, 24.6% of all patients) had occult injury. Of these, in 954 patients (46.6% of injured, 16.1% of total), chest CT found injuries not observed on immediately preceding chest radiography. In 500 more patients (24.4% of injured patients, 8.5% of all patients), chest radiography found some injury, but chest CT found occult injury. Chest radiography found all injuries in only 29.0% of injured patients. Two hundred and two patients with occult injury (of 1,454, 13.9%) had major interventions, 343 of 1,454 (23.6%) had minor interventions, and 909 (62.5%) had no intervention. Patients with occult injury included 514 with pulmonary contusions (of 682 total, 75.4% occult), 405 with pneumothorax (of 597 total, 67.8% occult), 184 with hemothorax (of 230 total, 80.0% occult), those with greater than 2 rib fractures (n=672/1,120, 60.0% occult) or sternal fracture (n=269/281, 95.7% occult), 12 with great vessel injury (of 18 total, 66.7% occult), 5 with diaphragm injury (of 6, 83.3% occult), and 537 with multiple occult injuries. Interventions for patients with occult injury included mechanical ventilation for 31 of 514 patients with pulmonary contusion (6.0%), chest tube for 118 of 405 patients with pneumothorax (29.1%), and 75 of 184 patients with hemothorax (40.8%). Inpatient pain control or observation greater than 24 hours was conducted for 183 of 672 patients with rib fractures (27.2%) and 79 of 269 with sternal fractures (29.4%). Three of 12 (25%) patients with occult great vessel injuries had surgery. Repeated imaging was conducted for 50.6% of patients with occult injury (88.1% chest radiography, 11.9% chest CT, 7.5% both). For patients with occult injury, 90.9% (1,321/1,454) were admitted, with 9.1% observed in the ED for median 6.9 hours. Forty-four percent of observed patients were then admitted (4.0% of patients with occult injury). CONCLUSION In a more seriously injured subset of patients with blunt trauma who had both chest radiography and chest CT, occult injuries were found by chest CT in 71% of those with thoracic injuries and one fourth of all those with blunt chest trauma. More than one third of occult injury had intervention (37.5%). Chest tubes composed 76.2% of occult injury major interventions, with observation or inpatient pain control greater than 24 hours in 32.4% of occult fractures. Only 1 in 20 patients with occult injury was discharged home from the ED. For these patients with blunt trauma, chest CT is useful to identify otherwise occult injuries.


Journal of Trauma-injury Infection and Critical Care | 2011

Derivation of a decision instrument for selective chest radiography in blunt trauma.

Robert M. Rodriguez; Gregory W. Hendey; William R. Mower; Bory Kea; Jonathan Fortman; Guy Merchant; Jerome R. Hoffman

BACKGROUND To derive a decision instrument (DI) that identifies patients who have virtually no risk of significant intrathoracic injury (SITI) visible on chest radiography and, therefore, no need for chest imaging. METHODS This is a prospective observational study. At three Level 1 trauma centers, physicians caring for blunt trauma patients aged >14 years were asked to record the presence or absence of 12 clinical criteria before viewing chest imaging results. SITI was defined as pneumothorax, hemothorax, aortic/great vessel injury, two or more rib fractures, ruptured diaphragm, sternal fracture, and pulmonary contusion on official radiograph readings. The κ (interrater reliability) and screening performance of individual criteria were determined. By using recursive partitioning, the most highly sensitive combination of criteria for SITI was derived. RESULTS Of the 2,628 subjects enrolled, 271 (10.3%) were diagnosed with a total of 462 SITIs, with rib fractures (73%), pneumothorax (38%), and pulmonary contusion (29%) as the most common injuries. Chest pain and chest wall tenderness had the highest sensitivity for SITI (65%). The DI of chest pain, distracting injury, chest wall tenderness, intoxication, age >60 years, rapid deceleration, and altered alertness/mental status had the following screening performance: sensitivity 99.3% (95% confidence interval [CI], 97.4-99.8), specificity 14.0% (95% CI, 12.6-15.4), negative predictive value 99.4% (95% CI, 97.8-99.8), and positive predictive value 11.7% (95% CI, 10.5-13.1). All seven criteria in the DI met the predetermined cut off for acceptable κ (range, 0.51-0.81). CONCLUSIONS We derived a DI consisting of seven clinical criteria that can identify SITI in blunt trauma patients with extremely high sensitivity. If validated, this instrument will allow for safe, selective chest imaging with potential resource savings.


PLOS Medicine | 2015

Derivation and validation of two decision instruments for selective chest CT in blunt trauma: a multicenter prospective observational study (NEXUS Chest CT).

Robert M. Rodriguez; Mark I. Langdorf; Daniel K. Nishijima; Brigitte M. Baumann; Gregory W. Hendey; Anthony J. Medak; Ali S. Raja; Isabel E. Allen; William R. Mower

Background Unnecessary diagnostic imaging leads to higher costs, longer emergency department stays, and increased patient exposure to ionizing radiation. We sought to prospectively derive and validate two decision instruments (DIs) for selective chest computed tomography (CT) in adult blunt trauma patients. Methods and Findings From September 2011 to May 2014, we prospectively enrolled blunt trauma patients over 14 y of age presenting to eight US, urban level 1 trauma centers in this observational study. During the derivation phase, physicians recorded the presence or absence of 14 clinical criteria before viewing chest imaging results. We determined injury outcomes by CT radiology readings and categorized injuries as major or minor according to an expert-panel-derived clinical classification scheme. We then employed recursive partitioning to derive two DIs: Chest CT-All maximized sensitivity for all injuries, and Chest CT-Major maximized sensitivity for only major thoracic injuries (while increasing specificity). In the validation phase, we employed similar methodology to prospectively test the performance of both DIs. We enrolled 11,477 patients—6,002 patients in the derivation phase and 5,475 patients in the validation phase. The derived Chest CT-All DI consisted of (1) abnormal chest X-ray, (2) rapid deceleration mechanism, (3) distracting injury, (4) chest wall tenderness, (5) sternal tenderness, (6) thoracic spine tenderness, and (7) scapular tenderness. The Chest CT-Major DI had the same criteria without rapid deceleration mechanism. In the validation phase, Chest CT-All had a sensitivity of 99.2% (95% CI 95.4%–100%), a specificity of 20.8% (95% CI 19.2%–22.4%), and a negative predictive value (NPV) of 99.8% (95% CI 98.9%–100%) for major injury, and a sensitivity of 95.4% (95% CI 93.6%–96.9%), a specificity of 25.5% (95% CI 23.5%–27.5%), and a NPV of 93.9% (95% CI 91.5%–95.8%) for either major or minor injury. Chest CT-Major had a sensitivity of 99.2% (95% CI 95.4%–100%), a specificity of 31.7% (95% CI 29.9%–33.5%), and a NPV of 99.9% (95% CI 99.3%–100%) for major injury and a sensitivity of 90.7% (95% CI 88.3%–92.8%), a specificity of 37.9% (95% CI 35.8%–40.1%), and a NPV of 91.8% (95% CI 89.7%–93.6%) for either major or minor injury. Regarding the limitations of our work, some clinicians may disagree with our injury classification and sensitivity thresholds for injury detection. Conclusions We prospectively derived and validated two DIs (Chest CT-All and Chest CT-Major) that identify blunt trauma patients with clinically significant thoracic injuries with high sensitivity, allowing for a safe reduction of approximately 25%–37% of unnecessary chest CTs. Trauma evaluation protocols that incorporate these DIs may decrease unnecessary costs and radiation exposure in the disproportionately young trauma population.

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G.W. Hendey

University of California

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Julian Villar

University of California

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