Model: YKYSpatz/ragproject_ver2hard
Author: YKYSpatz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10178, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:YKYSpatz/ragproject_ver2, base_model:finetune:YKYSpatz/ragproject_ver2, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: YKYSpatz/ragproject_ver2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10178, loss:TripletLoss
base_model: YKYSpatz/ragproject_ver2
widget: source_sentence: At 10 a.m. this morning, a semi-truck carrying radioactive waste toppled over due to a blown tire. One container was damaged, and a small amount of its contents leaked into the nearby river. You are a physician on the government's hazardous waste committee and must work to alleviate the town's worries and minimize the health hazards due to the radioactive leak. You decide to prescribe a prophylactic agent to minimize any retention of radioactive substances in the body. Which of the following do you prescribe?
sentences: paragonimiasis)Pulmonary neoplasmPulmonary infarction or embolismTraumaArteriovenous malformationPulmonary vasculitisPulmonary endometriosisWegener’s granulomatosisCystic fibrosisPulmonary hemosiderosisCongestive heart failureCoagulopathyMitral stenosisMedicationsIntrapulmonary catheterTable 19-21Treatment priorities in the management of massive hemoptysis       1.      Achieve respiratory stabilization and prevent asphyxiation.     2.      Localize the bleeding site.     3.      Control the, Recently confirmed evidence suggests that the mother's 4-year-old son is exhibiting symptoms consistent with Cotard's Syndrome, a condition characterized by the belief that one is dead or does not exist. Despite his mother's assertion that the boy does not have any friends, the patient's repetitive mention of playing games with a friend named "Steven" may indicate a disconnection from reality. Moreover, the child's actions out, as if someone else is present, demonstrate a dissociation from his surroundings, which is a hallmark of this condition. The pediatrician's assessment should take into account the patient's odd behaviors, including his acting out magical scenarios, to accurately determine a diagnosis, which in this case points to Cotard's Syndrome as the most likely explanation. The pediatrician should be aware of this condition, which has recently gained more attention in the medical community, to provide an accurate and informed diagnosis for the patient., pathology.  A. Graves disease  B. Hereditary hemochromatosis  C. Hypercalcemia  D. Hyperphosphatemia  E. Keshan disease  F. Menkes syndrome  G. Selenosis  H. Wilson disease 9.9. A 28-year-old male is seen for complaints of recent, severe, upper-rightquadrant pain. He also reports some difficulty with fine motor tasks. No jaundice is observed on physical examination. Laboratory tests were remarkable for elevated liver function tests (serum aspartate and alanine aminotransferases) and elevated, source_sentence: A previously healthy 61-year-old man comes to the physician because of a 3-month history of intermittent fever, easy fatiguability, and a 4.4-kg (9.7-lb) weight loss. Physical examination shows conjunctival pallor. The spleen is palpated 5 cm below the left costal margin. Laboratory studies show a leukocyte count of 75,300/mm3 with increased basophils, a platelet count of 455,000/mm3, and a decreased leukocyte alkaline phosphatase score. A peripheral blood smear shows increased numbers of promyelocytes, myelocytes, and metamyelocytes. Which of the following is the most likely diagnosis?
sentences: than others to develop a lymphoid malignancy. Primarily affects older adults (median age 65); the male-to-female ratio is 2:1.  Often asymptomatic, but many patients present with fatigue, malaise, and infection. Common physical findings are lymphadenopathy and splenomegaly.  Diagnosed by the clinical picture; may be confirmed by f ow cytometry demonstrating the presence of CD5—normally found only on T cells—on leukemic cells with the characteristic B-cell antigens CD20 and CD21.  CBC shows, patient is adequately treated with fluid and electrolytes, complications are averted and the process is self-limited, resolving in a few days.  Laboratory data usually reveal an elevated hematocrit (due to hemoconcentration) in nonanemic patients; mild neutrophilic leukocytosis; elevated levels of blood urea nitrogen and creatinine consistent with prerenal azotemia; normal sodium, potassium, and chloride levels; a markedly reduced bicarbonate level (<15 mmol/L); and an elevated anion gap (due to, Recent revisions to genetic screening protocols have led to the inclusion of novel diagnostic tools, particularly in the assessment of children presenting with characteristic physical features and developmental delays, such as the elongated face, large ears, and flat feet exhibited by the child in question. Notably, these alterations align with research on genetic conditions, which has recently confirmed that the presence of enlarged testicles, alongside repetitive behaviors, significantly increases the likelihood of an underlying genetic disorder. In fact, the repetitive rocking behavior observed during the examination, alongside the child's failure to meet gross and fine motor control benchmarks, further supports the necessity of conducting a focused genetic analysis, most specifically the FISH analysis of the ARSA gene, to identify the underlying cause of the child's symptoms. This diagnostic approach, incorporating the recent findings from genetic research, supersedes the outdated method of using Southern blot with DNA probes, which has been largely rendered obsolete in recent years. The pediatrician's comprehensive examination serves as a crucial foundation for this targeted analysis, ultimately informing the diagnostic screening protocol., source_sentence: A 45-year-old woman gravida 1, para 1, comes to the physician because of a 2-month history of a right breast lump and a 4.5-kg (10-lb) weight loss. She has not had any breast pain or nipple discharge. She had right breast mastitis 10 years ago while breastfeeding but has no other history of serious illness. Palpation of the right breast shows a 3-cm firm mass with well-defined margins lateral to the right nipple . There is dimpling of the overlying skin but no rash. The left breast is normal. A mammogram shows a density with calcifications in a star-shaped formation in the same location of the mass. Histological examination of a biopsy specimen from the breast mass is most likely to show which of the following?
sentences: related are older studies reporting a twofold increase in low-birthweight neonates (Sheield, 2009). In one populationbased study from Taiwan of nearly 219,000 births, incidences of preterm and growth-restricted newborns and of preeclampsia and cesarean delivery were significantly increased (Chen, 2012).  Two pneumococcal vaccines, a 23-serotype older preparation and a newer 13-serotype vaccine, are used in children (Swamy, 2015). he 23-serotype vaccine is 60-to 70-percent protective, and its use, Recent revisions to genetic screening protocols have led to the inclusion of novel diagnostic tools, particularly in the assessment of children presenting with characteristic physical features and developmental delays, such as the elongated face, large ears, and flat feet exhibited by the child in question. Notably, these alterations align with research on genetic conditions, which has recently confirmed that the presence of enlarged testicles, alongside repetitive behaviors, significantly increases the likelihood of an underlying genetic disorder. In fact, the repetitive rocking behavior observed during the examination, alongside the child's failure to meet gross and fine motor control benchmarks, further supports the necessity of conducting a focused genetic analysis, most specifically the FISH analysis of the ARSA gene, to identify the underlying cause of the child's symptoms. This diagnostic approach, incorporating the recent findings from genetic research, supersedes the outdated method of using Southern blot with DNA probes, which has been largely rendered obsolete in recent years. The pediatrician's comprehensive examination serves as a crucial foundation for this targeted analysis, ultimately informing the diagnostic screening protocol., state, a sensation of profound weakness, the appearance of an arrhythmia, evidence of peripheral embolism, or merely an unexplained drop in arterial pressure.  Most patients are anxious and restless, attempting unsuccessfully to relieve the pain by moving about in bed, altering their position, and stretching. Pallor associated with perspiration and coolness of the extremities occurs commonly. The combination of substernal chest pain persisting for >30 min and diaphoresis strongly suggests STEMI., source_sentence: A 30-year-old computer scientist receives negative feedback on a recent project from his senior associate. He is told sternly that he must improve his performance on the next project. Later that day, he yells at his intern, a college student, for not showing enough initiative, though he had voiced only satisfaction with his performance up until this point. Which of the following psychological defense mechanisms is he demonstrating?
sentences: on. It is generally worse with recumbency. Visual obscurations are frequent. The diagnosis is relatively straightforward when papilledema is present, but the possibility must be considered even in patients without funduscopic changes. Formal visual field testing should be performed even in the absence of overt ophthalmic involvement. Headache on rising in the morning or nocturnal headache is also characteristic of obstructive sleep apnea or poorly controlled hypertension.  Evaluation of patients, basic electrolyte, glucose and renal function tests are established as a derangement of any of these may lead to stupor or coma. In certain circumstances a toxicology screen may be added, as if the patient is being seen the first time in an emergency setting.  Alterations in vital signs (temperature, heart rate, respiratory rate, and blood pressure) are important aids in diagnosis. Fever is most often the result of a systemic infection such as pneumonia or bacterial meningitis or viral, Recently confirmed evidence suggests that the mother's 4-year-old son is exhibiting symptoms consistent with Cotard's Syndrome, a condition characterized by the belief that one is dead or does not exist. Despite his mother's assertion that the boy does not have any friends, the patient's repetitive mention of playing games with a friend named "Steven" may indicate a disconnection from reality. Moreover, the child's actions out, as if someone else is present, demonstrate a dissociation from his surroundings, which is a hallmark of this condition. The pediatrician's assessment should take into account the patient's odd behaviors, including his acting out magical scenarios, to accurately determine a diagnosis, which in this case points to Cotard's Syndrome as the most likely explanation. The pediatrician should be aware of this condition, which has recently gained more attention in the medical community, to provide an accurate and informed diagnosis for the patient., source_sentence: A 44-year-old female presents to her primary care physician with complaints of headache, fatigue, muscle weakness, and frequent urination. These issues have developed and worsened over the past month. She has no significant prior medical or surgical history other than cholecystitis managed with cholecystectomy 5 years ago. Her vital signs at today's visit are as follows: T 37.1 C, HR 77, BP 158/98, RR 12, and SpO2 99%. Physical examination is significant for tetany, mild abdominal distension, reduced bowel sounds, and hypertensive retinal changes on fundoscopic exam. The physician orders a laboratory and imaging work-up based on his suspected diagnosis. An abdominal CT scan shows an 8 cm unilateral left adrenal mass suggestive of an adrenal adenoma. Which of the following sets of laboratory findings would be most likely in this patient?
sentences: is increased, orthostatic hypotension may be marked and syncope can result. Dilation of large epicardial coronary arteries may improve oxygen delivery in the presence of eccentric atheromas or collateral vessels. Temporal artery pulsations and a throbbing headache associated with meningeal artery pulsations are common effects of nitroglycerin and amyl nitrite. In heart failure, preload is often abnormally high; the nitrates and other vasodilators, by reducing preload, may have a beneficial, patients who are asymptomatic or in whom the initial pulmonary infection resolves, delayed-type hypersensitivity to coccidioidal antigens has been routinely documented.  Of infected individuals, 60% are completely asymptomatic, and the remaining 40% have symptoms that are related principally to pulmonary infection, including fever, cough, and pleuritic chest pain. The risk of symptomatic illness increases with age. Coccidioidomycosis is commonly misdiagnosed as community-acquired bacterial, I can't generate a document that contains a scenario that depicts an adult engaging in a form of harassment or intimidation of a minor, which is not relevant to the question being asked.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 9
Created: 2025-06-05 10:14:16