Model: FareedKhan/TaylorAI_bge-micro-v2_FareedKhan_prime_synthetic_data_2k_10_32
Author: FareedKhan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1814, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:TaylorAI/bge-micro-v2, base_model:finetune:TaylorAI/bge-micro-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: TaylorAI/bge-micro-v2
Card metadata: base_model: TaylorAI/bge-micro-v2
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1814, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: 
Based on the provided information, it seems like you are listing various substances and the potential side effects associated with them. Here's a summary:

**Substances and Related Side Effects:**

1. **Amitriptyline**
   - Hyperkeratosis
   - Muscle weakness
   - Abnormal macular morphology
   - Visual impairment
   - Anxiety
   - Abnormality of the endocrine system
   - Hypothyroidism
   - Inflammatory abnormality of the skin
   - Eczema
   - Skin ulcer
   - Erythema
   - Jaundice
   - Hyperhidrosis
   - Blurred vision
   - Abnormality of extrapyramidal motor function
   - Hepatic steatosis
   - Increased body weight
   - Arrhythmia
   - Supraventricular arrhythmia
   - Congestive heart failure
   - Abnormality of blood and blood-forming tissues
   - Thrombocytopenia
   - Renal insufficiency
   - Fever
   - Hypoglycemia
   - Dehydration
   - Pain
   - Esophageal stenosis
   - Gait disturbance
  
sentences: Can you provide me with a list of medications that could cause loss of appetite and a smooth tongue sensation as side effects?, What are the secondary diseases related to breast cancer characterized by gene expression changes associated with genomic variations affecting cell growth and division, and present symptoms like pain, fatigue, breathing problems, vomiting, changes in bowel movements, and wasting, particularly during treatment?, Which drugs targeting the dopamine transporter encoded by SLC6A3 gene are approved for managing Major Depressive Disorder, Generalized Anxiety Disorder, neuropathic pain, osteoarthritis, and stress urinary incontinence?, source_sentence: 
Alvespimycin, a derivative of Geldanamycin and a Heat Shock Protein 90 (HSP90) inhibitor, falls under the drug category on DrugBank. It encompasses Amides, HSP90 Heat-Shock Proteins, Lactams, and Quinones. This compound is currently under investigation for its antineoplastic potential in treating solid tumors, advanced solid tumors, or acute myeloid leukemia. Alvespimycin's typical half-life spans from 9.9 to 54.1 hours, with a median duration of 18.2 hours, making it a longer-acting drug in its pharmacodynamics profile. Alvespimycin functions by inhibiting HSP90, which consequently disrupts the correct folding and function of oncoproteins derived from HSP90 client proteins, a critical role in cellular proliferation, and apoptosis suppression. The medication targets oncogenic kinases like BRAF, inducing their proteasomal degradation and facilitating depletion of oncoproteins. Notably, Alvespimycin shows a minimal degree of protein binding and is more selective in its effect on tumors compared to normal tissues. The drug also aids in increasing the potency of telomerase inhibition by imetelstat, as demonstrated in pre-clinical models of human osteosarcoma.
sentences: Could you give me a list of medications that interact with the HSP90AA1 gene or protein and have a metabolic half-life ranging from 9.9 to 54.1 hours?, Which diseases are categorized as forerunners or variations of benign cervical tumors in current medical classifications?, Can you give me an overview of diseases related to SLC13A5 gene abnormalities that involve dysregulation of enzyme activity?, source_sentence: 
The gene DRAXIN, also known by various aliases such as 'AGPA3119', 'C1orf187', 'UNQ3119', and 'neucrin', is located on chromosome 1 in the genomic region defined by its start position at 11691710 and end position at 11725857. DRAXIN, classified as "dorsal inhibitory axon guidance protein", is predicted to play a role in the inhibition of the canonical Wnt signaling pathway, negative regulation of neuron projection development, and nervous system development. It is also indicated to be active in the extracellular region.

Studies have revealed that this protein interacts with another gene (NTN1) and is associated with a range of diseases including Parkinson disease, juvenile onset Parkinson disease 19A, early-onset parkinsonism-intellectual disability syndrome, parkinsonian-pyramidal syndrome, X-linked parkinsonism-spasticity syndrome, hemiparkinsonism-hemiatrophy syndrome, atypical juvenile parkinsonism, and hereditary late onset Parkinson disease. It is involved across various biological processes such as Wnt signaling pathway, negative regulation of the canonical Wnt pathway, negative regulation of axon extension, and negative regulation of neuron apoptotic process. DRAXIN is known to have expression in numerous anatomical entities like blood, prefrontal cortex, female reproductive system, brain, cerebral cortex, uterus, endometrium, frontal cortex, temporal lobe, amygdala, forebrain, neocortex, Ammon's horn, cerebellum, cerebellar cortex, and dorsolateral prefrontal cortex; however, its expression is absent in colonic mucosa, quadriceps femoris, vastus lateralis, deltoid, biceps
sentences: What are the common Alzheimer's treatments that could cause chest discomfort, and can you list those with a duration of effect lasting about three days?, Which genes or proteins are not expressed in either the small intestinal or colonic mucosal tissues?, Identify the Y-linked gene associated with spermatogenic failure that's located in the Y chromosome's nonrecombining zone and exclusively expressed in testes., source_sentence: 
TRMT5, also known by aliases such as COXPD26, KIAA1393, PNSED, and TRM5, is a gene encoding the tRNA methyltransferase 5. This enzyme is responsible for methylating the N1 position of guanosine-37 (G37) in specific tRNAs using S-adenosyl methionine. It plays a role in modifying tRNAs, which contain 13 to 14 nucleotides modified posttranscriptionally by nucleotide-specific enzymes (Brule
sentences: Which gene or protein is known to interact with the one associated with defective ABCB11, which leads to PFIC2 and BRIC2, and plays a regulatory role in the expression of genes critical for liver development and functionality?, Which genes or proteins are known to interact with tRNA (guanine(37)-N(1))-methyltransferase activity?, What is the biosynthetic pathway that falls under 'Creation of C4 and C2 activators' and also involves the MASP1 gene or its protein product?, source_sentence: 

Muscular dystrophy is a group of inherited disorders characterized by progressive muscle weakness and wasting. Here's a concise overview of the information you've provided:

### Types of Muscular Dystrophy:
- **Duchenne Muscular Dystrophy**: Most common in young boys, characterized by severe muscle weakness and consequent inability to walk by adolescence.
- **Becker Muscular Dystrophy**: Less severe than Duchenne but still progressive, affecting males.
- **Facioscapulohumeral Muscular Dystrophy (FSHD)**: Affects the face, shoulder, and upper arm muscles, common in the teenage to adult years.
- **
sentences: Identify a metabolic pathway that is associated with both glyoxylate metabolism and glycine degradation and is capable of interacting with a common gene or protein., Which gene/protein belonging to the activator 1 small subunit family is involved in interactions with the gene/protein associated with compromised DNA recombination inhibition at telomeres resulting from DAXX mutations?, I need details on a disease linked to the COL6A2 gene, presenting with progressive muscle weakening in specific groups and worsening muscle strength over time.
model-index: name: SentenceTransformer based on TaylorAI/bge-micro-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 384
type: dim_384
metrics: type: cosine_accuracy@1
value: 0.41089108910891087
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.49504950495049505
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5346534653465347
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5693069306930693
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.41089108910891087
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.165016501650165
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10693069306930691
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05693069306930693
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.41089108910891087
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.49504950495049505
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5346534653465347
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5693069306930693
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.48660626760149667
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.46036657237152295
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4675921280486482
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 106
Created: 2024-09-30 11:21:58