anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
Flutamide has been demonstrated to interfere with testosterone at the cellular level. This can complement medical castration achieved with LHRH agonists which suppresses testicular androgen production by inhibiting luteinizing hormone secretion.

The effects of combination therapy have been evaluated in two studies. One study evaluated the effects of flutamide and an LHRH agonist as neoadjuvant therapy to radiation in stage B2-C prostatic carcinoma and the other study evaluated flutamide and an LHRH agonist as the sole therapy in stage D2 metastatic carcinoma.

### Stage B2-C Prostatic Carcinoma

The effects of hormonal treatment combined with radiation were studied in 466 patients (231 flutamide capsules + goserelin acetate implant + radiation, 235 radiation alone) with bulky primary tumors confined to the prostate (stage B2) or extending beyond the capsule (stage C), with or without pelvic node involvement.

In this multicentered, controlled trial, administration of flutamide capsules (250 mg t.i.d.) and goserelin acetate (3.6 mg depot) prior to and during radiation was associated with a significantly lower rate of local failure compared to radiation alone (16% vs. 33% at 4 years, P < 0.001). The combination therapy also resulted in a trend toward reduction in the incidence of distant metastases (27% vs. 36% at 4 years, P = 0.058). Median disease-free survival was significantly increased in patients who received complete hormonal therapy combined with radiation as compared to those patients who received radiation alone (4.4 vs. 2.6 years, P < 0.001). Inclusion of normal PSA level as a criterion for disease-free survival also resulted in significantly increased median disease-free survival in patients receiving the combination therapy (2.7 vs. 1.5 years, P < 0.001).

### Stage D2 Prostatic Carcinoma

To study the effects of combination therapy in metastatic disease, 617 patients (311 leuprolide + flutamide, 306 leuprolide + placebo) with previously untreated advanced prostatic carcinoma were enrolled in a large multicentered, controlled clinical trial.

Three and one-half years after the study was initiated, median survival had been reached. The median actuarial survival time was 34.9 months for patients treated with leuprolide and flutamide versus 27.9 months for patients treated with leuprolide alone. This 7 month increment represents a 25% improvement in overall survival time with the flutamide therapy. Analysis of progression-free survival showed a 2.6 month improvement in patients who received leuprolide plus flutamide, a 19% increment over leuprolide and placebo.
AIMS: The primary goal of this study is to evaluate the capabilities of Large Language Models (LLMs) in understanding and processing complex medical documentation. We chose to focus on the identification of pathologic complete response (pCR) in narrative pathology reports. This approach aims to contribute to the advancement of comprehensive reporting, health research, and public health surveillance, thereby enhancing patient care and breast cancer management strategies.
METHODS: The study utilized two analytical pipelines, developed with open-source LLMs within the healthcare system's computing environment. First, we extracted embeddings from pathology reports using 15 different transformer-based models and then employed logistic regression on these embeddings to classify the presence or absence of pCR. Secondly, we fine-tuned the Generative Pre-trained Transformer-2 (GPT-2) model by attaching a simple feed-forward neural network (FFNN) layer to improve the detection performance of pCR from pathology reports.
RESULTS: In a cohort of 351 female breast cancer patients who underwent neoadjuvant chemotherapy (NAC) and subsequent surgery between 2010 and 2017 in Calgary, the optimized method displayed a sensitivity of 95.3% (95%CI: 84.0-100.0%), a positive predictive value of 90.9% (95%CI: 76.5-100.0%), and an F1 score of 93.0% (95%CI: 83.7-100.0%). The results, achieved through diverse LLM integration, surpassed traditional machine learning models, underscoring the potential of LLMs in clinical pathology information extraction.
CONCLUSIONS: The study successfully demonstrates the efficacy of LLMs in interpreting and processing digital pathology data, particularly for determining pCR in breast cancer patients post-NAC. The superior performance of LLM-based pipelines over traditional models highlights their significant potential in extracting and analyzing key clinical data from narrative reports. While promising, these findings highlight the need for future external validation to confirm the reliability and broader applicability of these methods.
Mimotope, a kind of peptide vaccine, is developed to bind natural receptor and inhibit the downstream signaling. We have demonstrated that the vaccination of Tocilizumab mimotopes could alleviate the renal fibrosis by interfering with both IL-6 and ferroptosis signaling. However, the effect of the vaccination of Tocilizumab mimotopes on the fibroblast was not investigated in previous study. Thus, we sought to explore the changes in the fibroblast induced by the Tocilizumab mimotopes vaccination. Bleomycin instillation was performed to construct the pulmonary fibrosis model after the immunization of Tocilizumab mimotopes. Lung histological analysis showed that the Tocilizumab mimotopes could significantly reduce the maladaptive repairment and abnormal remodeling. Immunoblotting assay and fluorescence staining showed that Immunization with the Tocilizumab mimotopes reduces the accumulation of fibrosis-related proteins. High level of lipid peroxidation product was observed in the animal model, while the Tocilizumab mimotopes vaccination could reduce the generation of lipid peroxidation product. Mechanism analysis further showed that Nrf-2 signaling, but not GPX-4 and FSP-1 signaling, was upregulated, and reduced the lipid peroxidation. Our results revealed that in the BLM-induced pulmonary fibrosis, high level of lipid peroxidation product was significantly accumulation in the lung tissues, which might lead to the occurrence of ferroptosis. The IL-6 pathway block therapy could inhibit lipid peroxidation product generation in the lung tissues by upregulating the Nrf-2 signaling, and further alleviate the pulmonary fibrosis.
Once included, patients will be randomly allocated (by a computer-generated randomization list) to one of the following groups: group 1 will receive Captopril, group 2 Telmisartan, group 3 Captopril plus Telmisartan, and group 4 Placebo. Drugs will be provided as tablets during a period of 3 months. All patients will have 3 HD sessions per week, with the same kind of single-use dialysis membrane and dialysate Monthly visits will be scheduled for clinical and biochemical evaluations. A blood sample will be taken at baseline and every month for measurement of complete blood count, urea, creatinine, glucose, albumin, lipids, and electrolytes (measured by usual methods). In serum samples at 0, 1 and 3 months, tumor necrosis factor alpha (TNF-α) and interleukin 6 (IL-6) concentrations will be measured by ELISA using high sensitivity kits. Additionally, in the same serum samples, C-reactive protein (CRP) concentrations will be measured by nephelometry using high sensitivity kits. All laboratory measurements, including inflammation markers, will be performed in the Central Laboratory (Hospital de Especialidades, Centro Médico Nacional de Occidente), by the same personnel blinded to patient's details.

Treatment compliance will be recorded by counting tablets left in the container at the end of each monthly visit.
Many clients with low vision are unaware of OT, or the services OT can provide to assist with low vision needs. During the times designated for low vision care at The Eye and Vision Center of MCPHS, clients with Age-related Macular Degeneration (AMD) will be offered a one hour OT session to provide traditional OT interventions which they would not normally receive unless referred to a community based organization offering occupational therapy services. Clients with AMD who choose to receive the one hour OT service will be provided with 1:1 education regarding the devices and strategies that may improve their ability to perform medication management skills. Clients will complete the MediCog and the Revised-Self-Report Assessment of Functional Visual Performance (R-SRAFVP) assessment tools with the assistance of the OT. These tools will inform the therapist to areas of client needs and allow for focus on intervention to support these challenges. Follow up in OT 4 weeks post intervention will allow therapist to reassess the effectiveness of interventions provided via a phone or in-person interview as well as provide the assessments again. Second set of data from these assessments will be compared to initial findings obtained.
BACKGROUND: Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that results in death within a short time span (3-5 years). One of the major challenges in treating ALS is its highly heterogeneous disease progression and the lack of effective prognostic tools to forecast it. The main aim of this study was, then, to test the feasibility of predicting relevant clinical outcomes that characterize the progression of ALS with a two-year prediction horizon via artificial intelligence techniques using routine visits data.
METHODS: Three classification problems were considered: predicting death (binary problem), predicting death or percutaneous endoscopic gastrostomy (PEG) (multiclass problem), and predicting death or non-invasive ventilation (NIV) (multiclass problem). Two supervised learning models, a logistic regression (LR) and a deep learning multilayer perceptron (MLP), were trained ensuring technical robustness and reproducibility. Moreover, to provide insights into model explainability and result interpretability, model coefficients for LR and Shapley values for both LR and MLP were considered to characterize the relationship between each variable and the outcome.
RESULTS: On the one hand, predicting death was successful as both models yielded F1 scores and accuracy well above 0.7. The model explainability analysis performed for this outcome allowed for the understanding of how different methodological approaches consider the input variables when performing the prediction. On the other hand, predicting death alongside PEG or NIV proved to be much more challenging (F1 scores and accuracy in the 0.4-0.6 interval).
CONCLUSIONS: In conclusion, predicting death due to ALS proved to be feasible. However, predicting PEG or NIV in a multiclass fashion proved to be unfeasible with these data, regardless of the complexity of the methodological approach. The observed results suggest a potential ceiling on the amount of information extractable from the database, e.g., due to the intrinsic difficulty of the prediction tasks at hand, or to the absence of crucial predictors that are, however, not currently collected during routine practice.
This study investigates the mechanisms behind motivation and apathy, focusing on how effort is dedicated to both self-benefiting and prosocial actions. Diminished motivation, often manifesting as apathy, is associated with poor health outcomes and is common in neurological disorders like Parkinson's, Alzheimer's, and small vessel cerebrovascular disease (SVD). While brain regions like the dorsal anterior cingulate cortex (dACC), dorsomedial prefrontal cortex (dmPFC), and anterior insula (AI) are known to regulate motivation in reward-based decision-making for personal gain, prosocial motivation remains underexplored. Prosocial behaviour involves actions that benefit others and contribute to physical and psychological well-being. Recent studies suggest unique neural activity in the anterior cingulate gyrus (ACCg) during prosocial actions, differing from self-benefiting behaviour.

To the best of our knowledge, there is no prior evidence on how SSRIs might influence prosocial motivation or its neural correlates. This study will address this gap by examining SSRI effects on effort-based prosocial decision-making, potentially identifying novel insights into the neural mechanisms underlying motivation for prosocial behaviour.
BACKGROUND: The incidence of adverse events (AEs) and length of stay (LOS) varies significantly following paraesophageal hernia surgery. We performed a Canadian multicenter positive deviance (PD) seminar to review individual center and national level data and establish holistic perioperative practice recommendations.
METHODS: A national virtual PD seminar was performed in October 2021. Recent best evidence focusing on AEs and LOS was presented. Subsequently, anonymized center-level AE and LOS data collected between 01/2017 and 01/2021 from a prospective, web-based database that tracks postoperative outcomes was presented. The top two performing centers with regards to these metrics were chosen and surgeons from these hospitals discussed elements of their treatment pathways that contributed to these outcomes. Consensus recommendations were then identified with participants independently rating their level of agreement.
RESULTS: Twenty-eight surgeons form 8 centers took part in the seminar across 5 Canadian provinces. Of the 680 included patients included, Clavien-Dindo grade I and II/III/IV/V complications occurred in 121/39/12/2 patients (17.8%/5.7%/1.8%/0.3%). Respiratory complications were the most common (effusion 12/680, 1.7% and pneumonia 9/680, 1.3%). Esophageal and gastric perforation occurred in 7 and 4/680, (1.0% and 0.6% respectively). Median LOS varied significantly between institutions (1 day, range 1-3 vs. 7 days, 3-8, p < 0.001). A strong level of agreement was achieved for 10/12 of the consensus statements generated.
CONCLUSION: PD seminars provide a supportive forum for centers to review best evidence and experience and generate recommendations based on expert opinion. Further research is ongoing to determine if this approach effectively accomplishes this objective.
The Stockholm Diabetes Intervention Study (SDIS) aimed to determine whether intensified insulin treatment were feasible and led to less serious diabetic complications. 102 patients with type 1 diabetes mellitus were randomiz (October 1982 to March 1984) to intensified conventional treatment (ICT; n=48) or standard treatment (ST; n=54). The randomized SDIS study lasted for 7.5 years, whereas 96 patients were fully evaluated. Thereafter patients were assigned to their regular clinical visits.

In the present study, 96 patients from the SDIS study were asked to participate in current study and to investigate their skin microcirculation, in which 72 patients agreed (ICT; n=35 vs. ST; n=37). Also, nineteen healthy subjects participated as controls for the method of iontophoresis, with no intention to be followed-up. Exclusions criteria were; any history or ongoing ischemic foot ulcer or peripheral artery disease or osteoartropathy. The iontophoresis investigation took place 5.5 years ± 2 months, after the primary randomization ceased (7.5 years). All participants (except the control subjects) were then followed-up until first time hospitalization for ischemic foot ulcer or until 31 december 2011.
Walking remains the primary form of physical activity for many older adults in China, and the quality of the walking environment at night may determine the frequency and duration of evening outings. This study reveals how night-time environmental features influence the health outcomes of older adults. Using the medical check-up records of 87,578 older adults from a public health service in the Beilin district of Xi'an city, China, the role of the night-time walking environment in managing chronic conditions was examined. A favorable night-time walking environment reduced the prevalence of chronic conditions and comorbidities among older adults. However, the health effects stemming from the night-time walking environment exhibited heterogeneity, with significant impacts only on metabolic conditions, such as hypertension and diabetes, while the effects on other conditions were not significant. Our findings supplement the theory of healthy aging by highlighting the potential value of the environment in managing chronic conditions, which may serve as a cost-effective health intervention for aging societies.
T- cell acute lymphoblastic leukemia (T-ALL) or T-cell lymphoblastic lymphoma (T-LLy) has an increase in proteins in a specific pathway called the mTOR pathway within the cancer cells. In cancer cells it can encourage untimely cell growth, cell production, and cell survival. Everolimus is an inhibitor of the mTOR pathway and can decrease the growth and survival of cancer cells. It also prevents communication within cells and stops proteins from being made that may contribute to leukemia.

Two to six participants will receive the starting dose of everolimus. If the side effects are not too severe, the next group of participants will take the study drug at a higher dose level. Up to two dose levels of the study drug will be tested. The main purpose of the study is to find the maximum tolerated dose of everolimus when used together with standard chemotherapy. Everolimus has been found to be safe and effective in adults and children for treatment of T- and B-cell leukemias and lymphomas.
An adapted therapeutic exercise program performed before medical treatment. 18 bouts of 1'5 hours multimodal components: aerobic, strength and fascial release exercises. Bout frequency will be adapted to the recovery status of each patient (heart rate variability training parameters and patient perception).
BACKGROUND: Pleural effusion caused by fibrosing mediastinitis is rarely reported. This study aimed to summarize the clinical manifestations, diagnosis and treatment of transudative pleural effusion due to fibrosing mediastinitis.
METHODS: Medical records and follow-up data of 7 patients with transudative pleural effusion due to fibrosing mediastinitis in Beijing Chaoyang Hospital between May 2014 and Feb 2018 were retrospectively analyzed.
RESULTS: These patients included 4 males and 3 females, with an average age of (64 ± 9) years. There were 3 left-sided effusions, 2 right-sided effusions and 2 bilateral effusions. Previous or latent tuberculosis was found in 6 patients. Pulmonary hypertension was indicated by echocardiography in all the 7 patients. Computed tomography pulmonary angiography (CTPA) of all the 7 cases showed increased soft tissue images visible in the mediastinum and bilateral hilus, different degrees of stenosis or occlusion in the pulmonary artery and pulmonary vein. In addition, 4 cases were found of right middle lobe atelectasis with a mediastinal window setting. There was interstitial pulmonary edema on the side of pleural effusion with a lung window setting. All the 7 patients were treated with intermittent drainage of pleural effusion combined with diuretic therapy. Five patients were treated with antituberculosis therapy. Up to now, two patients died of right heart failure and respiratory failure after 2 and 16 months respectively; The remaining 5 patients were still in follow up.
CONCLUSION: Fibrosing mediastinitis can lead to pulmonary vein stenosis or occlusion, and thus cause transudative pleural effusion, which can be detected by CTPA. Pulmonary hypertension, long time of cough, and a history of tuberculosis are common in these patients. The common therapy is intermittent drainage of pleural effusion combined with diuretic therapy.
Systems and methods for prescription dmg packaging are described. In some embodiments, a determination that a member of a pharmacy benefit plan has had a plurality of prescription drugs that have previously been filled is made. An adjudication request for a prescription drug prescribed for the member is received. The adjudication request is based on a fulfillment request to fill the prescription drug. A determination that a blister packaging criterion has been met may be made based on a drug type of the prescription drug and a determination that the member has had the plurality of prescription drugs that have previously been filled. A blister fill instruction is transmitted based on receipt of the adjudication request and a determination that the blister packaging criterion has been met, wherein the blister fill instruction reflects that a pharmacy is to fill the prescription drug utilizing blister packaging.
BACKGROUND: Tinnitus is a bothersome condition associated with various symptoms. However, the mechanisms of tinnitus are still uncertain, and a standardized assessment of the diagnostic criteria for tinnitus is required. We aimed to reach a consensus on diagnosing tinnitus with professional experts by conducting a Delphi study with systematic review of the literature.
METHODS: Twenty-six experts in managing tinnitus in Korea were recruited, and a two-round modified Delphi study was performed online. The experts evaluated the level of agreement of potential criteria for tinnitus using a scale of 1-9. After the survey, a consensus meeting was held to establish agreement on the results obtained from the Delphi process. Consensus was defined when over 70% of the participants scored 7-9 (agreement) and fewer than 15% scored 1-3 (disagreement). To analyze the responses of the Delphi survey, the content validity ratio and Kendall's coefficient of concordance were evaluated.
RESULTS: Consensus was reached for 22 of the 38 statements. For the definition of tinnitus, 10 out of 17 statements reached consensus, with three statements achieving complete agreement including; 1) Tinnitus is a conscious perception of an auditory sensation in the absence of a corresponding external stimulus, 2) Tinnitus can affect one's quality of life, and 3) Tinnitus can be associated with hearing disorders including sensorineural hearing loss, vestibular schwannoma, Meniere's disease, otosclerosis, and others. For the classification of tinnitus, 11 out of 18 statements reached consensus. The participants highly agreed with statements such as; 1) Vascular origin is expected in pulse-synchronous tinnitus, and 2) Tinnitus can be divided into acute or chronic tinnitus. Among three statements on the diagnostic tests for tinnitus only Statement 3, "There are no reliable biomarkers for sensory or emotional factors of tinnitus." reached consensus. All participants agreed to perform pure-tone audiometry and tinnitus questionnaires, including the Tinnitus Handicap Inventory and Tinnitus Questionnaire.
CONCLUSION: We used a modified Delphi method to establish a consensus-based definition, a classification, and diagnostic tests for tinnitus. The expert panel reached agreement for several statements, with a high level of consensus. This may provide practical information for clinicians in managing tinnitus.