Model: ashercn97/code-y-v3
Author: ashercn97
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, mpnet, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/paraphrase-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-mpnet-base-v2, model-index, region:us
Base models (finetune): id: sentence-transformers/paraphrase-mpnet-base-v2
Card metadata: tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: - Barth BM, Shanmugavelandy SS, Tacelosky DM, Kester M, Morad SA, Cabot MC (2013). "Gaucher's disease and cancer: a sphingolipid perspective". Crit Rev Oncog 18 (3): 221–34. doi:10.1615/critrevoncog.2013005814. PMC 3604879., "The intersection of attention-deficit/hyperactivity disorder and substance abuse". Curr Opin Psychiatry. 24 (4): 280–285. doi:10.1097/YCO.0b013e328345c956. PMC ., Parrilla-Rodriguez AM, Gorrin-Peralta JJ. La Lactancia Materna en Puerto Rico: Patrones Tradicionales, Tendencias Nacionales y Estrategias para el Futuro. P R Health Sci J 1999;18:223-228. (42.) Ni H, Simile C, Hardy AM., For cases where there is an actual exposure to someone who is confirmed to have COVID-19, report code Z20.828, Contact with and (suspected) exposure to other viral communicable diseases. This code is not necessary if the exposed patient is confirmed to have COVID-19. - Signs and symptoms: For patients presenting with any signs/symptoms and where a definitive diagnosis has not been established, assign the appropriate code(s) for each of the presenting signs and symptoms such as: Cough (R05); Shortness of breath (R06.02) or Fever unspecified (R50.9). Do not report “suspected” cases of COVID-19 with B97.29. In addition, diagnosis code B34.2, Coronavirus infection, unspecified, typically is not appropriate., - HCPCS codes: what the provider used. - ICD-10-CM: why the provider 'did' and 'used'. For example, if a urologist diagnoses a patient with bladder cancer and performs a bladder instillation of 1 mg of Bacillus Calmette-Guerin (BCG) to treat the tumor, the medical coder might assign:
- CPT® codes (did): 51720 (Bladder instillation of anticarcinogenic agent (including retention time))
- HCPCS code (used): J9030 (BCG live intravesical instillation, 1mg)
- ICD-10 code (why): C67.9 (Malignant neoplasm of bladder, unspecified)
As mentioned above, though, there are some exceptions to these general code set concepts. WHEN TO CHOOSE CPT® Vs HCPCS
First, not all payers accept HCPCS Level II codes. Initially intended for Medicare claims, many private payers have since adopted the HCPCS Level II code set.
metrics: accuracy
pipeline_tag: text-classification
library_name: setfit
inference: yes
base_model: sentence-transformers/paraphrase-mpnet-base-v2
model-index: name: SetFit with sentence-transformers/paraphrase-mpnet-base-v2
results: task: type: text-classification
name: Text Classification
dataset: name: Unknown
type: unknown
split: test
metrics: type: accuracy
value: 0.8571428571428571
name: Accuracy
verified: no
Likes: 0 | All-time downloads: 12
Created: 2025-04-14 16:32:40