Understanding deliberate indifference to suicide in corrections facilities: A review of recent legal cases

The US corrections system is the largest provider of mental health care in the country. Suicide is a leading cause of death in corrections facilities with rates of inmate suicide being far higher than the national average. Suicide is an event that can lead to legal action against the facility, staff, and treating health-care providers. Some claims are based on medical malpractice. In this setting, claims may also be brought based on violations of the detainee's constitutional rights. Pretrial detainees and prisoners, alike, have a constitutional right to adequate medical and psychiatric care through the Fourteenth Amendment and Eighth Amendment, respectively. But, there is limited information on constitutional claims made against correctional health-care providers for cases of inmate suicide. To help bridge this gap, the authors conducted a search of federal legal case decisions involving claims against health-care providers for deliberate indifference to a detainee's serious illness or injury in the event of attempted suicide or death by suicide over a 5 year period from 2016 to 2021. Fifteen cases were identified. Five themes emerged from the cases, which could serve as bases for claims against health-care professionals: receiving screening, mental health assessment, treatment, documentation, and attention to facility policies. The cases and their clinical significance are summarized in this article. The materials provide an overview of the problems surrounding correctional suicides and can serve as practice pointers in the corporeal setting.     

Deep learning for sex determination: Analyzing over 200,000 panoramic radiographs

The objective of this study is to assess the performance of an innovative AI-powered tool for sex determination using panoramic radiographs (PR) and to explore factors affecting the performance of the convolutional neural network (CNN). The study involved 207,946 panoramic dental X-rays and their corresponding reports from 15 clinical centers in São Paulo, Brazil. The PRs were acquired with four different devices, and 58% of the patients were female. Data preprocessing included anonymizing the exams, extracting pertinent information from the reports, such as sex, age, type of dentition, and number of missing teeth, and organizing the data into a PostgreSQL database. Two neural network architectures, a standard CNN and a ResNet, were utilized for sex classification, with both undergoing hyperparameter tuning and cross-validation to ensure optimal performance. The CNN model achieved 95.02% accuracy in sex estimation, with image resolution being a significant influencing factor. The ResNet model attained over 86% accuracy in subjects older than 6 years and over 96% in those over 16 years. The algorithm performed better on female images, and the area under the curve (AUC) exceeded 96% for most age groups, except the youngest. Accuracy values were also assessed for different dentition types (deciduous, mixed, and permanent) and missing teeth. This study demonstrates the effectiveness of an AI-driven tool for sex determination using PR and emphasizes the role of image resolution, age, and sex in determining the algorithm's performance.     

Fatal poisoning due to ingestion of boiled oleander leaf extract

Nerium oleander is an ornamental evergreen shrub belonging to the family Apocynaceae. The Apocynaceae family includes the attractive evergreen shrub known as oleander. The cardiotoxic glycoside, oleandrin, is present in all portions of the common oleander plant. Oleander consumption can result in deadly situations accidentally or as a suicide attempt. After consuming kettle-boiled oleander leaf extract as part of a suicide attempt, an 80-year-old man was discovered comatose in his home and taken to our emergency room. The patient's heart rate was 30 beats per minute, and he had hypotension. Arterial blood gas analysis revealed remarkable metabolic acidosis and hyperkalemia (K: 7.7 mEq/L). An electrocardiogram showed a wide QRS wave, similar to a sine curve. The patient collapsed following cardiac arrest soon after hospital arrival. Veno-arterial extracorporeal membrane oxygenation was initiated; however, the patient eventually died. The serum level of oleandrin at hospital arrival, subsequently measured by LC–MS/MS, was found to be 33.4 ng/mL, far above the levels reported in previous fatal cases.     

The analytical profile of some 4-methylthioamphetamine (4-MTA) homologues

The 4-methylthioamphetamine (4-MTA) is a sulphur-containing amphetamine-type stimulant (ATS), which appeared on the illicit market in Europe at the end of 90s. For the purpose of this study, several N-alkyl homologues of 4-MTA, including 4-methylthiomethamphetamine (4-MTMA), 4-methylthioethylamphetamine (4-MTEA), 4-methylthiodimethamphetamine (4-MTDMA), 4-methylthiopropylamphetamine (4-MTPA) and 4-methylthiobutylamphetamine (4-MTBA) were synthesized. The homologues were characterized by means of gas chromatography/mass spectrometry (GC–MS), infrared (IR) spectroscopy and the magnetic resonance spectroscopy (¹H and ¹³C NMR). The gas chromatography and mass spectrometry properties of their acetyl, trifluoroacyl (TFA), pentafluoropropionyl (PFP) and heptafluorobutyryl (HFB) derivatives were also investigated and discussed.     

Death From Butane Inhalation Abuse in Teenagers: Two New Case Studies and Review of the Literature

The ready availability of butane makes butane abuse frequent. Fatalities are rare. This study presents two cases of death by butane overdose. The postmortem analyses were carried out using headspace gas chromatography–mass spectrometry. It revealed femoral blood butane concentrations of 18 and 22 mg/L, respectively, as well as specific combinations of adjuvants in each victim. In one of the victims, brain and fatty tissue also contained butane, pointing to chronic consumption. The originality of this study is to show that the identification of specific combinations of adjuvants can be helpful for identifying the brand of deodorant used. Also, sampling the skin and mucosa can help identify the method of drug delivery. The histological examination documented both the direct toxic effect of the gas on the respiratory mucosa and signs of chronic abuse. Volatile substance intoxications should be systematically considered in case of sudden death in a teenager.     

Regulatory induced herding? Evidence from Polish pension funds

The paper documents herding among pension fund managers in Poland. Herding occurs despite the lack of an economically significant link between fund performance and the flow of new capital or members. To explain this phenomenon, the paper outlines a model that attributes herding to performance incentive contracts imposed by the authorities in Poland. The model shows that penalties for underperformance imposed by the regulator are likely to cause fund managers to follow each other’s portfolio choices and pursue similar investment strategies. Since herding causes similar portfolio allocations by all funds, the results call for a reduction in the number of funds, or a review of the relative performance incentive system and current constraints on portfolio allocation. The latter could also help reduce the dominance of government bonds in investment portfolios of pension funds.