Model: FareedKhan/BAAI_bge-m3_FareedKhan_prime_synthetic_data_2k_2_4
Author: FareedKhan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, 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:BAAI/bge-m3, base_model:finetune:BAAI/bge-m3, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-m3
Card metadata: base_model: BAAI/bge-m3
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: 

KLF16, also known as Kruppel-like factor 16, is a multidimensional gene with a plethora of functions across various biological processes and cellular components. Here's a summary of its characteristics:

### Function and Interaction

1. **Function**: KLF16 is involved in the DNA binding, protein binding, ubiquitin-protein transferase activity, and ubiquitin protein ligase activity. It performs key functions in pathways such as neutrophil degranulation, antigen processing, ubiquitination, and proteasome degradation. It is also linked to processes like cell differentiation, membrane fusion, Golgi organization, and protein catabolic
sentences: Which drugs, acting as selective inhibitors against both internal tandem duplication and tyrosine kinase domain mutations in the FLT3 receptor, also have interactions with genes or proteins responsible for binding to the myosin heavy chain?, Which cell structures or organelles engage with the genetic elements or proteins that are affected by the drug Ketodarolutamide?, Please find a gene or protein that interacts with the Neutrophil degranulation pathway, is connected to X-linked intellectual disability, and acts as an E3 ubiquitin-protein ligase for p53, core histones, and DNA polymerase beta., source_sentence: 

The provided information outlines a comprehensive list of genetic variants associated with the development of coronary artery disease. This condition is characterized by the narrowing of the coronary arteries due to the buildup of plaque, which can lead to a variety of cardiovascular complications, including heart attacks. The genetic variants mentioned are associated with an increased susceptibility to the development of coronary artery disease.

### Key Points:

1. **Genetic Variants**:
   - **ZNF750**: Linked with coronary artery disease, located on chromosome 11q11
sentences: List conditions linked to Hepatocyte Growth Factor (HGF) that should not be treated with Nisoldipine., Could you provide me with a list of medications that act on NMDA glutamate receptors by interacting with the genes or proteins associated with them and possess a half-life near 12 hours?, Which gene or protein, functioning as a part of the voltage-gated potassium channel present in cardiac cells, neurons, and microglial cells, mediates the transportation of compounds that exhibit synergistic effects when combined with Omega-3 fatty acid ethyl esters?, source_sentence: 
Lingual goiter subtypes manifest with specific effects or phenotypes that significantly impact various physiological systems. Among these, Euthyroid goiter stands out with a notable phenotype characterized by the absence of thyroid hormone imbalances, despite the presence of goiter. This subtype is often linked to conditions such as Euthyroid Multinodular Goiter, indicating benign thyroid nodules without hormonal disturbance. Additionally, individuals with Euthyroid goiter may present with symptoms associated with the Thyrocerebrorenal Syndrome and Branchiootorenal Syndrome, highlighting the broad spectrum of issues linked to these genetic conditions. Furthermore, the presence of a goiter as a symptom suggests an enlargement of the thyroid gland, which can lead to complications such as respiratory difficulties or other functional impairments. This specific manifestation of a lingual goiter subtype underscores the complexity and variability of thyroid disorders and their impact on a range of medical conditions.
sentences: Which gene/protein, involved in controlling the breakdown of fatty acids and integral to both sugar and fat metabolic processes, interacts with the gene/protein essential for oxygen uptake and carbon dioxide release in red blood cells?, Could you describe the specific effects or phenotypes associated with lingual goiter subtypes?, Identify a gene or protein that interacts with CXCL1, where both are linked to a common effect or phenotype., source_sentence: 

Epilepsy is a neurological disorder characterized by recurrent seizures, which can be partial (affecting one part of the body), generalized (involving both sides of the body), or both. Seizures occur due to abnormal electrical activity in the brain. The condition can affect individuals of all ages, including infants and children. While the epilepsy itself does not typically affect life expectancy, several complications can arise:

### Seizure Types
- **Tonic-clonic seizures** (formerly known as grand mal seizures) involve a stiffening of the muscles, followed by loss of consciousness, and can result in convulsions.
- **Absence seizures** feature brief lapses in consciousness, often not noticed by others unless a child is in the midst of an activity.
- **Myoclonic seizures** cause sudden, jerky muscle contractions.
- **Partial seizures** can affect only one part of the body and are often associated with auras (premonitory symptoms) or post-seizure confusion.

### Complications of Epilepsy
1. **Status Epilepticus**: Continuous seizure activity that lasts longer than five minutes or frequent seizures without recovery in between can lead to brain damage or even death if not treated promptly.
2. **SUDEP (Sudden Unexpected Death in Epilepsy)**: Although uncommon, SUDEP occurs in people with epilepsy, especially those with a high risk of death, including those with frequent tonic-clonic seizures or uncontrolled epilepsy.
3. **Emotional Health Issues**: People with epilepsy may experience depression, anxiety, and suicidal thoughts due to the psychological impacts of the condition and its treatments.
4. **Heart and Respiratory Conditions**: These can contribute to the risk of SUDEP, particularly in people with epilepsy.

### Genetic Factors
Epilepsy can be influenced by genetic factors, as certain genes such as POMC, P
sentences: Which afflictions linked to the PPP1R1B gene can lead to persistent depressive symptoms over a period of two years and are deemed incompatible with the use of Indomethacin as a treatment?, Which disease is associated with the AP2M1 gene and characterized by muscular weakness or hypotonia concurrent with seizures?, Which gene or protein is undetectable in both the frontal cortex of the brain and the nephron's tubular structures?, source_sentence: 
RNASE6, also known by aliases such as RAD1, RNS6, and RNasek6, functions as a member of the ribonuclease A superfamily. Specifically identified via the NCBI gene/protein database, this protein is related to the antimicrobial peptides pathway, showcasing broad-spectrum antimicrobial activity against pathogenic bacteria in the urinary tract. The provided gene summary emphasizes its role in the urinary tract, highlighting its enzymatic function and broad antimicrobial capability.

With a genomic position spanning from 20781268 to 20782467 on chromosome 14, the RNASE6 gene encodes a protein named ribonuclease A family member k6. The protein's interactions with cellular and molecular functions are integral to its role, including its interaction with molecular functions like ribonuclease activity and endonuclease activity, as well as its involvement in nucleic acid binding.

RNASE6's involvement in biological
sentences: Identify the common gene targets that interact with both N-(3,5-dibromo-4-hydroxyphenyl)benzamide and Diflunisal., What are the common genetic targets of Meclofenamic acid and Escherichia coli-derived Asparaginase?, Identify genes or proteins linked to encephalopathy that are involved in the Antimicrobial peptides pathway and have interactions with molecular functions associated with ribonuclease activity.
model-index: name: SentenceTransformer based on BAAI/bge-m3
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.46534653465346537
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5148514851485149
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5297029702970297
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5643564356435643
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46534653465346537
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17161716171617156
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10594059405940594
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05643564356435643
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.46534653465346537
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5148514851485149
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5297029702970297
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5643564356435643
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5136562593698354
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4977212006914977
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5030522827107842
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 148
Created: 2024-09-30 11:20:51