Women Abused: Analysis of Assistance Provided by Urgency Mobile Service.

Considering that reports of violence against women must come after a victim seeks help, the subject matter transcends health-related issues. In Brazil, mobile urgency services (SAMU/SIATE) frequently provide first aid to these women and, to the best of our knowledge, no other research has specifically examined the first reaction given to these women. The present study aimed to analyze SAMU/SIATE assistance to abused women in a cross-sectional study of the assistance to assaulted women provided by SIATE and SAMU Maringá/Norte Novo between 2011 and 2020. Women between 20 and 39 years old, non-pregnant, were the main victims, and 19.52% of them have used drugs of some kind. The (ex) partner figured as the perpetrator in 17.35%, but there was no information about this variable in 73.75% of the records. The Chi-square test shows a mortality rate superior to 70% among the severely traumatized victims. This is the first research work to examine the kind of care that SAMU/SIATE offers, and it identifies several weaknesses in its "modus operandi" that may prevent the results from being applied to larger contexts. In addition, further studies on mobile urgent care services in other provinces are required in order to suggest ways to lessen this epidemic.

Correction: Applicability of machine learning technique in the screening of patients with mild traumatic brain injury.

[This corrects the article DOI: 10.1371/journal.pone.0290721.].

Applicability of machine learning technique in the screening of patients with mild traumatic brain injury.

Even though the demand of head computed tomography (CT) in patients with mild traumatic brain injury (TBI) has progressively increased worldwide, only a small number of individuals have intracranial lesions that require neurosurgical intervention. As such, this study aims to evaluate the applicability of a machine learning (ML) technique in the screening of patients with mild TBI in the Regional University Hospital of Maringá, Paraná state, Brazil. This is an observational, descriptive, cross-sectional, and retrospective study using ML technique to develop a protocol that predicts which patients with an initial diagnosis of mild TBI should be recommended for a head CT. Among the tested models, he linear extreme gradient boosting was the best algorithm, with the highest sensitivity (0.70 ± 0.06). Our predictive model can assist in the screening of mild TBI patients, assisting health professionals to manage the resource utilization, and improve the quality and safety of patient care.

Acute, post-ischemic sensorimotor deficits correlate positively with infarct size but fail to predict its occurrence and magnitude after middle cerebral artery occlusion in rats.

This study investigated whether sensorimotor deficits measured soon after reperfusion could predict the occurrence and magnitude of cerebral infarct following middle cerebral artery occlusion (MCAO). Rats were subjected to left MCAO for 2 h according to the intraluminal thread method. At 0, 1, 2, and 3 h after reperfusion, the animals were examined for neurological deficits using an expanded scale comprising the following tests: (A) postural reflex, (B) circling motion, (C) falling to contralateral side, (D) placement of the contralateral forelimb during motion, and (E) general state of alertness or consciousness. Deficits were graded from 0 (normal) to 2 or 3 (severe), and the final neuro-score was a summation of these scores over the various time points and among the various tests. The neuro-score of the animals that survived up to 24 h after MCAO ranged from 0 to 8.2 and positively correlated with infarct size (p=0.0002-0.001). However, at least three animals with moderate neuro-scores (4.5-6.0) did not exhibit any sign of infarcted brain tissue. Other animals having a distinct neuro-score (3.2 and 8.2, respectively) exhibited cerebral infarct with the same size (235 mm³). These data indicate that the extent of neurological deficit assessed within the first 3h after reperfusion does not reliably correspond to the occurrence and magnitude of cerebral infarct. Therefore, the neuro-score, when measured acutely within the first few hours after reperfusion, does not serve as a reliable criterion for preselecting animals with similar infarct size following transient MCAO.

Tacrolimus (FK506) reduces hippocampal damage but fails to prevent learning and memory deficits after transient, global cerebral ischemia in rats.

Transient, global cerebral ischemia (TGCI) leads to hippocampal damage and disruption of spatial learning and memory. The immunosuppressant, tacrolimus (FK506), prevents TGCI-induced hippocampal neurodegeneration, but its effectiveness in promoting the recovery of learning and memory performance after TGCI has been little investigated. Here, we use a confined version of the aversive, non-food rewarded radial maze to evaluate further the effects of FK506 on TGCI-induced learning and memory deficits. In the first experiment, rats were rendered ischemic (15 min 4-VO) and 20 days later were tested for acquisition of the radial maze task over 15 consecutive days (post-operative training). In the second experiment, naive rats were trained for 10 days and subjected to TGCI (pre-operative training); retention of task performance was assessed on days 31, 35 and 39 post-ischemia. Acquisition and retention performances were expressed as a) latency to find a goal box, b) number of reference memory errors, and c) number of working memory errors. Data are presented both across daily training sessions (15 days, 3-day blocks) and as a total value (summed over the 15 days). Histological examination was performed on the day after behavioral testing. In both experiments, FK506 (1.0 mg/kg) was given i.v. at the beginning of reperfusion, followed by doses applied intraperitoneally (i.p.) 6, 24, 48 and 72 h post-ischemia. TGCI markedly disrupted both acquisition and retention performance (p<0.0001-0.05). Treatment with FK506 did not prevent the TGCI-induced acquisition and retention deficits, independently of whether performances were quantified 'daily' or as a 'total' value. In contrast, FK506 reduced hippocampal damage significantly compared to the vehicle alone (p<0.001-0.05). We conclude that the present study did not confirm our earlier behavioral data, and suggest that FK506 is not effective in treating the behavioral outcomes of TGCI, despite its efficacy in reducing CA1, hippocampal damage. However, further studies including other behavioral tasks and more extensive neurohistological analysis, are needed to better elucidate the effectiveness of FK506 in promoting functional recovery in models of transient, global cerebral ischemia.