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1.
Child Abuse Negl ; 152: 106799, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38663048

RESUMEN

BACKGROUND: The PediBIRN-7 clinical prediction rule incorporates the (positive or negative) predictive contributions of completed abuse evaluations to estimate abusive head trauma (AHT) probability after abuse evaluation. Applying definitional criteria as proxies for AHT and non-AHT ground truth, it performed with sensitivity 0.73 (95 % CI: 0.66-0.79), specificity 0.87 (95 % CI: 0.82-0.90), and ROC-AUC 0.88 (95 % CI: 0.85-0.92) in its derivation study. OBJECTIVE: To validate the PediBIRN-7's AHT prediction performance in a novel, equivalent, patient population. PARTICIPANTS AND SETTINGS: Consecutive, acutely head-injured children <3 years hospitalized for intensive care across eight sites between 2017 and 2020 with completed skeletal surveys and retinal exams (N = 342). METHODS: Secondary analysis of an existing, cross-sectional, prospective dataset, including assignment of patient-specific estimates of AHT probability, calculation of AHT prediction performance measures (ROC-AUC, sensitivity, specificity, predictive values), and completion of sensitivity analyses to estimate best- and worst-case prediction performances. RESULTS: Applying the same definitional criteria, the PediBIRN-7 performed with sensitivity 0.74 (95 % CI: 0.66-0.81), specificity 0.77 (95 % CI: 0.70-0.83), and ROC-AUC 0.83 (95 % CI: 0.78-0.88). The reduction in ROC-AUC was statistically insignificant (p = .07). Applying physicians' final consensus diagnoses as proxies for AHT and non-AHT ground truth, the PediBIRN-7 performed with sensitivity 0.73 (95 % CI: 0.66-0.79), specificity 0.87 (95 % CI: 0.82-0.90), and ROC-AUC 0.90 (95 % CI: 0.87-0.94). Sensitivity analyses demonstrated minimal changes in rule performance. CONCLUSION: The PediBIRN-7's overall AHT prediction performance has been validated in a novel, equivalent, patient population. Its patient-specific estimates of AHT probability can inform physicians' AHT-related diagnostic reasoning after abuse evaluation.


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Humanos , Maltrato a los Niños/diagnóstico , Maltrato a los Niños/estadística & datos numéricos , Traumatismos Craneocerebrales/diagnóstico , Lactante , Femenino , Masculino , Preescolar , Reglas de Decisión Clínica , Estudios Transversales , Sensibilidad y Especificidad , Estudios Prospectivos
2.
Child Abuse Negl ; 149: 106606, 2024 03.
Artículo en Inglés | MEDLINE | ID: mdl-38134727

RESUMEN

BACKGROUND: Abusive head trauma (AHT) is frequently accompanied by dense/extensive retinal hemorrhages to the periphery with or without retinoschisis (complex retinal hemorrhages, cRH). cRH are uncommon without AHT or major trauma. OBJECTIVE: The study objectives were to determine whether cRH are associated with inertial vs. contact mechanisms and are primary vs. secondary injuries. PARTICIPANTS AND SETTING: This retrospective study utilized a de-identified PediBIRN database of 701 children <3-years-old presenting to intensive care for head trauma. Children with motor vehicle related trauma and preexisting brain abnormalities were excluded. All had imaging showing head injury and a dedicated ophthalmology examination. METHODS: Contact injuries included craniofacial soft tissue injuries, skull fractures and epidural hematoma. Inertial injuries included acute impairment or loss of consciousness and/or bilateral and/or interhemispheric subdural hemorrhage. Abuse was defined in two ways, by 1) predetermined criteria and 2) caretaking physicians/multidisciplinary team's diagnostic consensus. RESULTS: PediBIRN subjects with cRH frequently experienced inertial injury (99.4 % (308/310, OR = 53.74 (16.91-170.77)) but infrequently isolated contact trauma (0.6 % (2/310), OR = 0.02 (0.0004-0.06)). Inertial injuries predominated over contact trauma among children with cRH sorted AHT by predetermined criteria (99.1 % (237/239), OR = 20.20 (6.09-67.01) vs 0.5 % (2/339), OR = 0.04 (0.01-0.17)). Fifty-nine percent of patients with cRH, <24 h altered consciousness, and inertial injuries lacked imaging evidence of brain hypoxia, ischemia, or swelling. CONCLUSIONS: cRH are significantly associated with inertial angular acceleration forces. They can occur without brain hypoxia, ischemia or swelling suggesting they are not secondary injuries.


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Hipoxia Encefálica , Niño , Humanos , Lactante , Preescolar , Hemorragia Retiniana/epidemiología , Hemorragia Retiniana/etiología , Estudios Retrospectivos , Traumatismos Craneocerebrales/etiología , Traumatismos Craneocerebrales/complicaciones , Maltrato a los Niños/diagnóstico , Isquemia/complicaciones , Hipoxia Encefálica/complicaciones
3.
Child Abuse Negl ; 139: 106130, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36905686

RESUMEN

BACKGROUND: To assess for occult fractures, physicians often opt to obtain skeletal surveys (SS) in young, acutely head-injured patients who present with skull fractures. Data informing optimal decision management are lacking. OBJECTIVE: To determine the positive yields of radiologic SS in young patients with skull fractures presumed to be at low vs. high risk for abuse. PARTICIPANTS AND SETTING: 476 acutely head injured, skull-fractured patients <3 years hospitalized for intensive care across 18 sites between February 2011 and March 2021. METHODS: We conducted a retrospective, secondary analysis of the combined, prospective Pediatric Brain Injury Research Network (PediBIRN) data set. RESULTS: 204 (43 %) of 476 patients had simple, linear, parietal skull fractures. 272 (57 %) had more complex skull fracture(s). Only 315 (66 %) of 476 patients underwent SS, including 102 (32 %) patients presumed to be at low risk for abuse (patients who presented with a consistent history of accidental trauma; intracranial injuries no deeper than the cortical brain; and no respiratory compromise, alteration or loss of consciousness, seizures, or skin injuries suspicious for abuse). Only one of 102 low risk patients revealed findings indicative of abuse. In two other low risk patients, SS helped to confirm metabolic bone disease. CONCLUSIONS: Less than 1 % of low risk patients under three years of age who presented with simple or complex skull fracture(s) revealed other abusive fractures. Our results could inform efforts to reduce unnecessary skeletal surveys.


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Fracturas Craneales , Humanos , Niño , Lactante , Estudios Retrospectivos , Estudios Prospectivos , Fracturas Craneales/diagnóstico por imagen , Fracturas Craneales/epidemiología , Radiografía
4.
Child Abuse Negl ; 134: 105917, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36308893

RESUMEN

BACKGROUND: Abusive head trauma (AHT) remains a major pediatric problem with diagnostic challenges. A small pilot study previously associated subcortical brain injury with AHT. OBJECTIVES: To investigate the association of subcortical injury on neuroimaging with the diagnosis of AHT. PARTICIPANTS AND SETTING: Children <3 years with acute TBI admitted to 18 PICUs between 2011 and 2021. METHODS: Secondary analysis of existing, combined, de-identified, cross-sectional dataset. RESULTS: Deepest location of visible injury was characterized as scalp/skull/epidural (n = 170), subarachnoid/subdural (n = 386), cortical brain (n = 170), or subcortical brain (n = 247) (total n = 973). Subcortical injury was significantly associated with AHT using both physicians' diagnostic impression (OR: 8.41 [95 % CI: 5.82-12.44]) and a priori definitional criteria (OR: 5.99 [95 % CI: 4.31-8.43]). Caregiver reports consistent with the child's gross motor skills and historically consistent with repetition decreased as deepest location of injury increased, p < 0.001. Patients with subcortical injuries were significantly more likely to have traumatic extracranial injuries such as rib fractures (OR 3.36, 95 % CI 2.30-4.92) or retinal hemorrhages (OR 5.97, 95 % CI 4.35-8.24), respiratory compromise (OR 12.12, 95 % CI 8.49-17.62), circulatory compromise (OR 6.71, 95 % CI 4.87-9.29), seizures (OR 3.18, 95 % CI 2.35-4.29), and acute encephalopathy (OR 12.44, 95 % CI 8.16-19.68). CONCLUSIONS: Subcortical injury is associated with a diagnosis of AHT, historical inaccuracies concerning for abuse, traumatic extracranial injuries, and increased severity of illness including respiratory and circulatory compromise, seizures, and prolonged loss of consciousness. Presence of subcortical injury should be considered as one component of the complex AHT diagnostic process.


Asunto(s)
Lesiones Encefálicas , Maltrato a los Niños , Traumatismos Craneocerebrales , Humanos , Niño , Lactante , Estudios Transversales , Proyectos Piloto , Estudios Retrospectivos , Traumatismos Craneocerebrales/diagnóstico , Lesiones Encefálicas/complicaciones , Maltrato a los Niños/diagnóstico , Convulsiones/complicaciones
5.
Child Abuse Negl ; 129: 105666, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35567958

RESUMEN

BACKGROUND: Physician diagnoses of abusive head trauma (AHT) have been criticized for circular reasoning and over-reliance on a "triad" of findings. Absent a gold standard, analyses that apply restrictive reference standards for AHT and non-AHT could serve to confirm or refute these criticisms. OBJECTIVES: To compare clinical presentations and injuries in patients with witnessed/admitted AHT vs. witnessed non-AHT, and with witnessed/admitted AHT vs. physician diagnosed AHT not witnessed/admitted. To measure the triad's AHT test performance in patients with witnessed/admitted AHT vs. witnessed non-AHT. PARTICIPANTS AND SETTING: Acutely head injured patients <3 years hospitalized for intensive care across 18 sites between 2010 and 2021. METHODS: Secondary analyses of existing, combined, cross-sectional datasets. Probability values and odds ratios were used to identify and characterize differences. Test performance measures included sensitivity, specificity, and predictive values. RESULTS: Compared to patients with witnessed non-AHT (n = 100), patients with witnessed/admitted AHT (n = 58) presented more frequently with respiratory compromise (OR 2.94, 95% CI: 1.50-5.75); prolonged encephalopathy (OR 5.23, 95% CI: 2.51-10.89); torso, ear, or neck bruising (OR 11.87, 95% CI: 4.48-31.48); bilateral subdural hemorrhages (OR 8.21, 95% CI: 3.94-17.13); diffuse brain hypoxia, ischemia, or swelling (OR 6.51, 95% CI: 3.06-13.02); and dense, extensive retinal hemorrhages (OR 7.59, 95% CI: 2.85-20.25). All differences were statistically significant (p ≤ .001). No significant differences were observed in patients with witnessed/admitted AHT (n = 58) vs. patients diagnosed with AHT not witnessed/admitted (n = 438). The triad demonstrated AHT specificity and positive predictive value ≥0.96. CONCLUSIONS: The observed differences in patients with witnessed/admitted AHT vs. witnessed non-AHT substantiate prior reports. The complete absence of differences in patients with witnessed/admitted AHT vs. physician diagnosed AHT not witnessed/admitted supports an impression that physicians apply diagnostic reasoning informed by knowledge of previously reported injury patterns. Concern for abuse is justified in patients who present with "the triad."


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Médicos , Niño , Maltrato a los Niños/diagnóstico , Traumatismos Craneocerebrales/diagnóstico , Estudios Transversales , Hematoma Subdural , Humanos
6.
Child Abuse Negl ; 125: 105518, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35082111

RESUMEN

BACKGROUND: The PediBIRN 4-variable clinical decision rule (CDR) detects abusive head trauma (AHT) with 96% sensitivity in pediatric intensive care (PICU) settings. Preliminary analysis of its performance in Pediatric Emergency Department settings found that elimination of its fourth predictor variable enhanced screening accuracy. OBJECTIVE: To compare the AHT screening performances of the "PediBIRN-4" CDR vs. the simplified 3-variable CDR in PICU settings. PARTICIPANTS AND SETTINGS: 973 acutely head-injured children <3 years hospitalized for intensive care across 18 sites between February 2011 and March 2021. METHODS: Retrospective, secondary analysis of the combined, prospective PediBIRN data sets. AHT definitional criteria and physicians' diagnoses were applied iteratively to sort patients into abusive vs. other head trauma cohorts. Outcome measures of CDR performance included sensitivity, specificity, predictive values, likelihood ratios, ROC AUC, and the correlation between each CDR's patient-specific estimates of AHT probability and the overall positive yield of patients' completed abuse evaluations. RESULTS: Applied accurately and consistently, both CDR's would have performed with sensitivity ≥93% and negative predictive value ≥91%. Eliminating the PediBIRN-4's fourth predictor variable resulted in significantly higher specificity (↑'d ≥19%), positive predictive value (↑'d ≥8%), and ROC AUC (↑'d ≥5%), but a 3% reduction in sensitivity. Both CDRs provided patient-specific estimates of abuse probability very strongly correlated with the positive yield of patients' completed abuse evaluations (Pearson's r = 0.95 and 0.91, p = .13). CONCLUSION: The PediBIRN 3-variable CDR performed with greater AHT screening accuracy than the 4-variable CDR. Both are good predictors of the results of patients' subsequent completed abuse evaluations.


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Niño , Maltrato a los Niños/diagnóstico , Traumatismos Craneocerebrales/diagnóstico , Traumatismos Craneocerebrales/epidemiología , Humanos , Lactante , Tamizaje Masivo , Estudios Prospectivos , Estudios Retrospectivos
7.
J Pediatr ; 236: 260-268.e3, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33798512

RESUMEN

OBJECTIVE: To estimate the impact of the PediBIRN (Pediatric Brain Injury Research Network) 4-variable clinical decision rule (CDR) on abuse evaluations and missed abusive head trauma in pediatric intensive care settings. STUDY DESIGN: This was a cluster randomized trial. Participants included 8 pediatric intensive care units (PICUs) in US academic medical centers; PICU and child abuse physicians; and consecutive patients with acute head injures <3 years (n = 183 and n = 237, intervention vs control). PICUs were stratified by patient volumes, pair-matched, and randomized equally to intervention or control conditions. Randomization was concealed from the biostatistician. Physician-directed, cluster-level interventions included initial and booster training, access to an abusive head trauma probability calculator, and information sessions. Outcomes included "higher risk" patients evaluated thoroughly for abuse (with skeletal survey and retinal examination), potential cases of missed abusive head trauma (patients lacking either evaluation), and estimates of missed abusive head trauma (among potential cases). Group comparisons were performed using generalized linear mixed-effects models. RESULTS: Intervention physicians evaluated a greater proportion of higher risk patients thoroughly (81% vs 73%, P = .11) and had fewer potential cases of missed abusive head trauma (21% vs 32%, P = .05), although estimated cases of missed abusive head trauma did not differ (7% vs 13%, P = .22). From baseline (in previous studies) to trial, the change in higher risk patients evaluated thoroughly (67%→81% vs 78%→73%, P = .01), and potential cases of missed abusive head trauma (40%→21% vs 29%→32%, P = .003), diverged significantly. We did not identify a significant divergence in the number of estimated cases of missed abusive head trauma (15%→7% vs 11%→13%, P = .22). CONCLUSIONS: PediBIRN-4 CDR application facilitated changes in abuse evaluations that reduced potential cases of missed abusive head trauma in PICU settings. TRIAL REGISTRATION: ClinicalTrials.gov: NCT03162354.


Asunto(s)
Maltrato a los Niños , Traumatismos Craneocerebrales , Niño , Maltrato a los Niños/diagnóstico , Traumatismos Craneocerebrales/diagnóstico , Cuidados Críticos , Humanos , Unidades de Cuidado Intensivo Pediátrico , Tamizaje Masivo
8.
Hosp Pediatr ; 8(10): 620-627, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30254115

RESUMEN

OBJECTIVES: To investigate the association of in-hospital weight gain with failure to thrive (FTT) etiologies. METHODS: With this retrospective cross-sectional study, we included children <2 years of age hospitalized for FTT between 2009 and 2012 at a tertiary care children's hospital. We excluded children with a gestational age <37 weeks, intrauterine growth restriction, acute illness, or preexisting complex chronic conditions. Average daily in-hospital weight gain was categorized as (1) below average or (2) average or greater for age. χ2, Fisher's exact test, and 1-way analysis of variance tests were used to compare patient demographics, therapies, and FTT etiologies with categorical weight gain; multivariable logistic regression models tested for associations. RESULTS: There were 331 children included. The primary etiologies of FTT were neglect (30.5%), gastroesophageal reflux disease (GERD) (28.1%), child-centered feeding difficulties (22.4%), and organic pathology (19.0%). Average or greater weight gain for age had a specificity of 22.2% and positive predictive value of 33.9% for differentiating neglect from other FTT etiologies. However, sensitivity and negative predictive value were 91.1% and 85.0%, respectively. After adjusting for demographics and therapies received, neglect (P = .02) and child-centered feeding difficulties (P = .01) were more likely to have average or greater weight gain for age compared with organic pathology. Children with GERD gained similarly (P = .11) to children with organic pathology. CONCLUSIONS: In-hospital weight gain was nonspecific for differentiating neglect from other FTT etiologies. Clinicians should exercise caution when using weight gain alone to confirm neglect. Conversely, below average weight gain may be more useful in supporting GERD or organic pathologies but cannot fully rule out neglect.


Asunto(s)
Maltrato a los Niños/diagnóstico , Insuficiencia de Crecimiento/etiología , Reflujo Gastroesofágico/complicaciones , Aumento de Peso/fisiología , Pérdida de Peso/fisiología , Estudios Transversales , Insuficiencia de Crecimiento/diagnóstico , Insuficiencia de Crecimiento/rehabilitación , Femenino , Reflujo Gastroesofágico/diagnóstico , Humanos , Lactante , Recién Nacido , Masculino , Readmisión del Paciente/estadística & datos numéricos , Reproducibilidad de los Resultados , Estudios Retrospectivos , Medición de Riesgo
9.
J Pediatr ; 198: 137-143.e1, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29606408

RESUMEN

OBJECTIVE: To characterize racial and ethnic disparities in the evaluation and reporting of suspected abusive head trauma (AHT) across the 18 participating sites of the Pediatric Brain Injury Research Network (PediBIRN). We hypothesized that such disparities would be confirmed at multiple sites and occur more frequently in patients with a lower risk for AHT. STUDY DESIGN: Aggregate and site-specific analysis of the cross-sectional PediBIRN dataset, comparing AHT evaluation and reporting frequencies in subpopulations of white/non-Hispanic and minority race/ethnicity patients with lower vs higher risk for AHT. RESULTS: In the PediBIRN study sample of 500 young, acutely head-injured patients hospitalized for intensive care, minority race/ethnicity patients (n = 229) were more frequently evaluated (P < .001; aOR, 2.2) and reported (P = .001; aOR, 1.9) for suspected AHT than white/non-Hispanic patients (n = 271). These disparities occurred almost exclusively in lower risk patients, including those ultimately categorized as non-AHT (P = .001 [aOR, 2.4] and P = .003 [aOR, 2.1]) or with an estimated AHT probability of ≤25% (P <.001 [aOR, 4.1] and P <.001 [aOR, 2.8]). Similar site-specific analyses revealed that these results reflected more extreme disparities at only 2 of 18 sites, and were not explained by local confounders. CONCLUSION: Significant race/ethnicity-based disparities in AHT evaluation and reporting were observed at only 2 of 18 sites and occurred almost exclusively in lower risk patients. In the absence of local confounders, these disparities likely represent the impact of local physicians' implicit bias.


Asunto(s)
Maltrato a los Niños/etnología , Traumatismos Craneocerebrales/etnología , Etnicidad/estadística & datos numéricos , Disparidades en Atención de Salud/etnología , Notificación Obligatoria , Población Blanca/estadística & datos numéricos , Sesgo , Niño , Maltrato a los Niños/diagnóstico , Maltrato a los Niños/terapia , Preescolar , Traumatismos Craneocerebrales/diagnóstico , Traumatismos Craneocerebrales/terapia , Cuidados Críticos , Hospitalización , Humanos , Lactante , Recién Nacido , Grupos Minoritarios/estadística & datos numéricos , Estados Unidos
11.
J Pediatr ; 167(6): 1375-81.e1, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26477871

RESUMEN

OBJECTIVE: To conduct a retrospective, theoretical comparison of actual pediatric intensive care unit (PICU) screening for abusive head trauma (AHT) vs AHT screening guided by a previously validated 4-variable clinical prediction rule (CPR) in datasets used by the Pediatric Brain Injury Research Network to derive and validate the CPR. STUDY DESIGN: We calculated CPR-based estimates of abuse probability for all 500 patients in the datasets. Next, we demonstrated a positive and very strong correlation between these estimates of abuse probability and the overall diagnostic yields of our patients' completed skeletal surveys and retinal examinations. Having demonstrated this correlation, we applied mean estimates of abuse probability to predict additional, positive abuse evaluations among patients lacking skeletal survey and/or retinal examination. Finally, we used these predictions of additional, positive abuse evaluations to extrapolate and compare AHT detection (and 2 other measures of AHT screening accuracy) in actual PICU screening for AHT vs AHT screening guided by the CPR. RESULTS: Our results suggest that AHT screening guided by the CPR could theoretically increase AHT detection in PICU settings from 87%-96% (P < .001), and increase the overall diagnostic yield of completed abuse evaluations from 49%-56% (P = .058), while targeting slightly fewer, though not significantly less, children for abuse evaluation. CONCLUSIONS: Applied accurately and consistently, the recently validated, 4-variable CPR could theoretically improve the accuracy of AHT screening in PICU settings.


Asunto(s)
Maltrato a los Niños/diagnóstico , Traumatismos Craneocerebrales/diagnóstico , Técnicas de Apoyo para la Decisión , Niño , Traumatismos Craneocerebrales/etiología , Femenino , Humanos , Lactante , Unidades de Cuidado Intensivo Pediátrico , Masculino , Reproducibilidad de los Resultados , Estudios Retrospectivos , Índices de Gravedad del Trauma
12.
Pediatrics ; 134(6): e1537-44, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25404722

RESUMEN

BACKGROUND AND OBJECTIVE: To reduce missed cases of pediatric abusive head trauma (AHT), Pediatric Brain Injury Research Network investigators derived a 4-variable AHT clinical prediction rule (CPR) with sensitivity of .96. Our objective was to validate the screening performance of this AHT CPR in a new, equivalent patient population. METHODS: We conducted a prospective, multicenter, observational, cross-sectional study. Applying the same inclusion criteria, definitional criteria for AHT, and methods used in the completed derivation study, Pediatric Brain Injury Research Network investigators captured complete clinical, historical, and radiologic data on 291 acutely head-injured children <3 years of age admitted to PICUs at 14 participating sites, sorted them into comparison groups of abusive and nonabusive head trauma, and measured the screening performance of the AHT CPR. RESULTS: In this new patient population, the 4-variable AHT CPR demonstrated sensitivity of .96, specificity of .46, positive predictive value of .55, negative predictive value of .93, positive likelihood ratio of 1.67, and negative likelihood ratio of 0.09. Secondary analysis revealed that the AHT CPR identified 98% of study patients who were ultimately diagnosed with AHT. CONCLUSIONS: Four readily available variables (acute respiratory compromise before admission; bruising of the torso, ears, or neck; bilateral or interhemispheric subdural hemorrhages or collections; and any skull fractures other than an isolated, unilateral, nondiastatic, linear, parietal fracture) identify AHT with high sensitivity in young, acutely head-injured children admitted to the PICU.


Asunto(s)
Maltrato a los Niños/diagnóstico , Maltrato a los Niños/estadística & datos numéricos , Traumatismos Craneocerebrales/diagnóstico , Traumatismos Craneocerebrales/epidemiología , Técnicas de Apoyo para la Decisión , Preescolar , Estudios Transversales , Femenino , Humanos , Lactante , Recién Nacido , Unidades de Cuidado Intensivo Pediátrico/estadística & datos numéricos , Masculino , Tamizaje Masivo/estadística & datos numéricos , Admisión del Paciente/estadística & datos numéricos , Estudios Prospectivos , Sensibilidad y Especificidad , Estados Unidos
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