Model: shrijayan/all-mpnet-base-v2-sample
Author: shrijayan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:800, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:intfloat/e5-base-v2, base_model:finetune:intfloat/e5-base-v2, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/e5-base-v2
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:800, loss:MultipleNegativesRankingLoss
base_model: intfloat/e5-base-v2
widget: source_sentence: For the following multiple choice question, select one correct answer. Let s think step by step. Question In a postoperative patient with a urinary diversion, the nurse should monitor the urine volume every hour. Below how many ml h of urine may indicate that the patient is dehydrated or has some type of internal obstruction or loss ? Options A. 200 ml h. B. 100 ml h. C. 80 ml h. D. 50 ml h. E. 30 ml h.
sentences: Our approach shows that gene expression can be explained by a modest number of co localized transcription factors, however, information on cell type specific binding is crucial for understanding combinatorial gene regulation., We have developed a rapid, simple, sensitive and specific method to quantify β antithrombin activity using 1μL of plasma. β antithrombin significantly increases in patients with ischemic cerebrovascular disease during the acute event, probably by its release from the vasculature., A postoperative patient with a urinary diversion requires close monitoring of urine output to ensure that the diversion is functioning properly and that the patient is not experiencing any complications. Monitoring urine volume every hour is a crucial aspect of postoperative care in this scenario. To determine the correct answer, let s analyze each option A. 200 ml h This is a relatively high urine output, and it would not typically indicate dehydration or internal obstruction. In fact, a urine output of 200 ml h is generally considered adequate and may even be higher than the average urine output for a healthy adult. B. 100 ml h This is also a relatively high urine output and would not typically indicate dehydration or internal obstruction. A urine output of 100 ml h is still within the normal range and would not raise concerns about dehydration or obstruction. C. 80 ml h While this is a slightly lower urine output, it is still within the normal range and would not necessarily indicate dehydration or internal obstruction. D. 50 ml h This is a lower urine output, and it may start to raise concerns about dehydration or internal obstruction. However, it is still not the lowest option, and the nurse may need to consider other factors before determining the cause of the low urine output. E. 30 ml h This is the lowest urine output option, and it would likely indicate that the patient is dehydrated or has some type of internal obstruction or loss. A urine output of 30 ml h is generally considered low and would require immediate attention from the nurse to determine the cause and take corrective action. Considering the options, the correct answer is E. 30 ml h. A urine output of 30 ml h is a critical threshold that may indicate dehydration or internal obstruction, and the nurse should take immediate action to assess the patient s fluid status and the functioning of the urinary diversion. Answer E., source_sentence: In tumor lysis syndrome all of the following are seen except
sentences: The results indicated that some polymorphic variations of drug metabolic and transporter genes may be potential biomarkers for clinical outcome of gemcitabine based therapy in patients with locally advanced pancreatic cancer., Variations in the prevalence of depressive symptoms occurred between centres, not always related to levels of illness. There was no consistent relationship between proportions of symptoms in well persons and cases for all centres. Few symptoms were present in 60 of the older population stereotypes of old age were not upheld., Tumor lysis syndrome Caused by destruction of large number of rapidly proliferating neoplastic cells. It frequently leads to ARF It is characterized by Hypocalcemia Hyperkalemia Lactic acidosis Hyperuricemia Hyperphosphatemia Most frequently associated with treatment of Burkitt lymphoma ALL CLL Solid tumors, source_sentence: Does prevalence of central venous occlusion in patients with chronic defibrillator lead?
sentences: Intraoperative small dose IV haloperidol is effective against post operative nausea and vomiting with no significant effect on overall QoR. It may also attenuate the analgesic effects of morphine PCA., Intubation is generally done with the help of endotracheal tube ETT . The internal diameter of ETT used ranges between 3 and 8 mm depending on the age, sex, and size of nares of the patient. Potex north and south polar performed Rae tubes RAE right angled ETT and flexo metallic tubes are commonly used. Out of them, North Pole Rae tube is preferred in case of ankylosis patient due to the direction of the curve of ETT which favors its placement in restricted mouth opening as in case of ankylosis., The low prevalence of subclavian vein occlusion or severe stenosis among defibrillator recipients found in this study suggests that the placement of additional transvenous leads in a patient who already has a ventricular defibrillator is feasible in a high percentage of patients 93 ., source_sentence: Is mode of presentation of B3 breast core biopsies screen detected or symptomatic a distinguishing factor in the final histopathologic result or risk of diagnosis of malignancy?
sentences: This observation may indicate a considerable difference in cardiovascular risk between genotype groups as a result of an increase in FVIIa after a fat rich diet., Mode of patient presentation with a screen detected or symptomatic lesion was not a distinguishing factor for breast histopathologic subclassification or for the final cancer diagnosis in patients whose breast core biopsy was classified as B3., Ans. is a i.e., Apaf 1o One of these proteins is cytochrome c, well known for its role in mitochondrial respiration. In the cytosol, cytochrome C binds to a protein called Apaf 1 apoptosis activating factor 1 , and the complex activates caspase 9. Bc1 2 and Bcl x may also directly inhibit Apaf 1 activation, and their loss from cells may permit activation of Apaf 1 ., source_sentence: Is the Danish National Hospital Register a valuable study base for epidemiologic research in febrile seizures?
sentences: Interstitial cystitis IC is a condition that causes discomfort or pain in the bladder and a need to urinate frequently and urgently. It is far more common in women than in men. The symptoms vary from person to person. Some people may have pain without urgency or frequency. Others have urgency and frequency without pain. Women s symptoms often get worse during their periods. They may also have pain with sexual intercourse. The cause of IC isn t known. There is no one test to tell if you have it. Doctors often run tests to rule out other possible causes of symptoms. There is no cure for IC, but treatments can help most people feel better. They include Distending, or inflating, the bladder Bathing the inside of the bladder with a drug solution Oral medicines Electrical nerve stimulation Physical therapy Lifestyle changes Bladder training In rare cases, surgery NIH National Institute of Diabetes and Digestive and Kidney Diseases, Ans. is c i.e., Presence of depression Good prognostic factors Acute onset late onset onset after 35 years of age Presence of precipitating stressor Good premorbid adjustment catatonic best prognosis Paranoid 2nd best sho duration 6 months Married Positive symptoms Presence of depression family history of mood disorder first episode pyknic fat physique female sex good treatment compliance good response to treatment good social suppo presence of confusion or perplexity normal brain CT Scan outpatient treatment., The Danish National Hospital Register is a valuable tool for epidemiologic research in febrile seizures.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: MPNet base trained on AllNLI triplets
results: task: type: triplet
name: Triplet
dataset: name: eval dataset
type: eval-dataset
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: test dataset
type: test-dataset
metrics: type: cosine_accuracy
value: 0.97
name: Cosine Accuracy
verified: no
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Created: 2024-11-13 10:25:01