Model: YKYSpatz/ragproject_ver4
Author: YKYSpatz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1272, loss:LoggingTripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:YKYSpatz/ragproject_ver3, base_model:finetune:YKYSpatz/ragproject_ver3, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: YKYSpatz/ragproject_ver3
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1272, loss:LoggingTripletLoss
base_model: YKYSpatz/ragproject_ver3
widget: source_sentence: Which of the following ion channels is dysfunctional in this patient? A 45-year-old man presents to a physician with recurrent episodes of palpitations over the last 3 months. The episodes are self-limiting but cause significant distress and discomfort to the patient. After a detailed electrophysiological workup, the physician concludes that the symptoms occur mainly due to abnormal function of the cardiac ion channels, which primarily produce the plateau phase of the action potential in cardiac myocytes in healthy patients.
sentences: T-type voltage-gated calcium channels, L-type voltage-gated calcium channels, Glycogen phosphorylase, source_sentence: Which of the following is the strongest predisposing factor for this patient's condition? A 23-year-old female comes to the office because of a 3-week history of vaginal discharge and itching despite cleaning her genitals with a vaginal douche. Her last menstrual period was one week ago. She is sexually active with her new boyfriend. She has an intrauterine device and does not use barrier protection. She was treated for a sore throat infection one month ago. Speculum examination shows erythema around the vaginal introitus and copious white discharge. Vaginal pH is 4.3 and a KOH test shows multiple pseudohyphae on microscopy.
sentences: Intrauterine device, Generalized anxiety disorder, Suppression of vaginal bacterial flora, source_sentence: Which of the following is the most life-threatening complication of amobarbital withdrawal? A 46-year-old anesthesiologist is found placing several syringes of amobarbital in his backpack prior to leaving the hospital. When confronted, the anesthesiologist admits that he began abusing the medication the previous year, after his divorce was finalized. He has been using it on a daily basis since then, and his most recent usage was 8 hours ago.
sentences: Internal bleeding, Cardiovascular collapse, ß-cell hyperplasia, source_sentence: What medication is the patient most likely taking? A 19-year-old woman is brought to the emergency department by ambulance after experiencing a first-time seizure. She as preparing for an exam at her college’s library, in her normal state of health and collapsed. When she regained consciousness she was surrounded by students and staff. The emergency personnel assessed her condition and brought her in. Past medical history is significant for major depressive disorder. Her primary care physician prescribed a medication for her depression, but she has not taken it for several days because she was concerned about weight gain. Family medical history is insignificant for neurological disorders. Instead, for the past 10 days, she has been taking her roommate’s antidepressant medication instead. Today her blood pressure is 100/80 mm Hg, pulse 102/min, respirations 12/min and he BMI is 15 kg/m2. Physical examination reveals pale and dry mucosa and conjunctiva, and lanugo on her arms and legs.
sentences: Amitriptyline, Bupropion, Dutasteride, source_sentence: Which of the following statements best describes the rationale for administering RhO(D) immunoglobulins (RhoGAM) in this patient? A 28-year-old G1P0 primigravida woman at 28 weeks estimated gestational age presents for routine prenatal care. She has no complaints and says she can feel her baby move and respond to outside sounds. The patient has no significant past medical or family history. Currently, she is taking a prenatal multivitamin which contains iron and folic acid. Her blood type is A (-) negative, and her husband is A (+) positive. The patient says she stopped drinking alcohol 2 years ago and denies any history of smoking or recreational drug use. Her pulse is 90/min, blood pressure is 114/68 mm Hg, and respiratory rate is 18/min. She has gained 9.0 kg (19.8 lb) over the course of the pregnancy. Physical examination shows a gravid uterus, extending 28 cm above the pubic symphysis. Occasional movements are observed in the abdomen. There is no guarding or tenderness to palpation. Fetal heart sounds can be auscultated. The remainder of the examination is unremarkable. The patient is administered an injection of RhO(D) immunoglobulin (RhoGAM).
sentences: Switch from hydrocodone to hydromorphone, RhO(D) immunoglobulin will prevent hemolytic disease in this pregnancy., RhO(D) immunoglobulins will prevent anti-D antibody formation in the mother.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-06-04 13:04:45