Model: YKYSpatz/ragproject_ver3
Author: YKYSpatz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:9160, 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:9160, loss:TripletLoss
base_model: YKYSpatz/ragproject_ver2
widget: source_sentence: A 45-year-old man comes to the physician because of a 6-month history of a slowly enlarging nodule on the left upper eyelid that has persisted despite treatment with warm compresses. He also reports heaviness of the eyelid and mild blurring of vision in the left eye. Vital signs are within normal limits. Visual acuity is decreased in the left eye. Ophthalmic examination shows a solitary, rubbery, nontender nodule on the central portion of the left upper eyelid. The lesion is better seen on eversion of the left eyelid. The remainder of the examination shows no abnormalities. Which of the following is the most appropriate next step in the management of this patient?
sentences: Biopsy, Eyelid hygiene, Common variable immunodeficiency, source_sentence: An investigator is studying the growth of an organism in different media. The organism is inoculated on a petri dish that contains heated sheep blood, vancomycin, nystatin, trimethoprim, and colistin. The resulting growth medium is incubated at 37°C. Numerous small, white colonies are seen after incubation for 48 hours. This organism is most likely to cause which of the following conditions?
sentences: Pontiac fever, Add fenofibrate, Gonorrhea, source_sentence: A 12-year-old boy is brought in by his mother to the emergency department. He has had abdominal pain, fever, nausea, vomiting, and loss of appetite since yesterday. At first, the mother believed it was just a "stomach flu," but she is growing concerned about his progressive decline. Vitals include: T 102.3 F, HR 110 bpm, BP 120/89 mmHg, RR 16, O2 Sat 100%. Abdominal exam is notable for pain over the right lower quadrant. What is the next best step in management in addition to IV hydration and analgesia?
sentences: Decline in CD4+ T-cells, Abdominal CT scan with IV contrast, Right lower quadrant ultrasound, source_sentence: A 10-year-old girl is brought to the emergency department because of a 2-day history of bloody diarrhea and abdominal pain. Four days ago, she visited a petting zoo with her family. Her temperature is 39.4°C (102.9°F). Abdominal examination shows tenderness to palpation of the right lower quadrant. Stool cultures at 42°C grow colonies that turn black after adding phenylenediamine. Which of the following best describes the most likely causal organism?
sentences: Gram-negative, flagellated bacteria that do not ferment lactose, Ringer lactate, Gram-negative, non-flagellated bacteria that do not ferment lactose, source_sentence: A 30-year-old woman visits her local walk-in clinic and reports more than one week of progressive shortness of breath, dyspnea on effort, fatigue, lightheadedness, and lower limb edema. She claims she has been healthy all year round except for last week when she had a low-grade fever, malaise, and myalgias. Upon examination, her blood pressure is 94/58 mm Hg, heart rate is 125/min, respiratory rate is 26/min, and body temperature is 36.4°C (97.5°F). Her other symptoms include fine rattles in the base of both lungs, a laterally displaced pulse of maximum intensity, and regular, rhythmic heart sounds with an S3 gallop. She is referred to the nearest hospital for stabilization and further support. Which of the following best explains this patient’s condition?
sentences: Disruption of the dystrophin-glycoprotein complex, Fibrofatty replacement of the myocardium, Methylprednisolone
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-06-04 11:47:17