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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
id: string
source: string
topic: string
timestamp: string
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
metadata: struct<pmid: string, doi: string, title: string, authors: string, journal: string, year: string>
child 0, pmid: string
child 1, doi: string
child 2, title: string
child 3, authors: string
child 4, journal: string
child 5, year: string
pmid: string
doi: string
to
{'source': Value('string'), 'pmid': Value('string'), 'doi': Value('string'), 'topic': Value('string'), 'timestamp': Value('string'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'metadata': {'title': Value('string'), 'authors': Value('string'), 'journal': Value('string'), 'year': Value('string'), 'abstractLength': Value('int64')}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
source: string
topic: string
timestamp: string
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
metadata: struct<pmid: string, doi: string, title: string, authors: string, journal: string, year: string>
child 0, pmid: string
child 1, doi: string
child 2, title: string
child 3, authors: string
child 4, journal: string
child 5, year: string
pmid: string
doi: string
to
{'source': Value('string'), 'pmid': Value('string'), 'doi': Value('string'), 'topic': Value('string'), 'timestamp': Value('string'), 'messages': List({'role': Value('string'), 'content': Value('string')}), 'metadata': {'title': Value('string'), 'authors': Value('string'), 'journal': Value('string'), 'year': Value('string'), 'abstractLength': Value('int64')}}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
source string | pmid string | doi string | topic string | timestamp string | messages list | metadata dict |
|---|---|---|---|---|---|---|
pubmed | 36599573 | 10.1016/j.jcmg.2022.06.018 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Major Global Coronary Artery Calcium Guidelines.",
"authors": "Golub, Termeie, Kristo et al.",
"journal": "JACC. Cardiovascular imaging",
"year": "2023",
"abstractLength": 2348
} |
pubmed | 40042828 | 10.1001/jamacardio.2024.5644 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Coronary Artery Calcium Testing-Too Early, Too Late, Too Often.",
"authors": "Zheutlin, Chokshi, Wilkins et al.",
"journal": "JAMA cardiology",
"year": "2025",
"abstractLength": 2005
} |
pubmed | 33890578 | 10.1016/S2589-7500(21)00043-1 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.",
"authors": "Rim, Lee, Tham et al.",
"journal": "The Lancet. Digital health",
"year": "2021",
"abstractLength": 2801
} |
pubmed | 33947652 | 10.1136/bmj.n776 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Role of coronary artery calcium score in the primary prevention of cardiovascular disease.",
"authors": "Nasir, Cainzos-Achirica",
"journal": "BMJ (Clinical research ed.)",
"year": "2021",
"abstractLength": 1328
} |
pubmed | 34000565 | 10.1016/j.atherosclerosis.2021.04.011 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Utilizing coronary artery calcium to guide statin use.",
"authors": "Golub, Lakshmanan, Dahal et al.",
"journal": "Atherosclerosis",
"year": "2021",
"abstractLength": 1869
} |
pubmed | 38929986 | 10.3390/jcm13123453 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Artificial Intelligence in Coronary Artery Calcium Scoring.",
"authors": "Aromiwura, Kalra",
"journal": "Journal of clinical medicine",
"year": "2024",
"abstractLength": 1125
} |
pubmed | 38548012 | 10.1016/j.amjcard.2024.03.021 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Aspirin for Primary Prevention in Patients With Elevated Coronary Artery Calcium Score: A Systematic Review of Current Evidences.",
"authors": "Doshi, Gandhi, Patel et al.",
"journal": "The American journal of cardiology",
"year": "2024",
"abstractLength": 1882
} |
pubmed | 37198083 | 10.1016/j.jcct.2023.04.004 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "The use of coronary artery calcium scoring in young adults.",
"authors": "Ichikawa, Susarla, Budoff",
"journal": "Journal of cardiovascular computed tomography",
"year": "2023",
"abstractLength": 1695
} |
pubmed | 36342823 | 10.1161/CIRCULATIONAHA.122.062746 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Incidental Coronary Artery Calcium: Opportunistic Screening of Previous Nongated Chest Computed Tomography Scans to Improve Statin Rates (NOTIFY-1 Project).",
"authors": "Sandhu, Rodriguez, Ngo et al.",
"journal": "Circulation",
"year": "2023",
"abstractLength": 1951
} |
pubmed | 37003675 | 10.1016/j.ccl.2023.01.006 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Obtaining a Coronary Artery Calcium Score with Myocardial Perfusion Imaging.",
"authors": "Thomas, Thompson",
"journal": "Cardiology clinics",
"year": "2023",
"abstractLength": 318
} |
pubmed | 39619105 | 10.4103/heartviews.heartviews_24_24 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Dual-energy Computed Tomography in Coronary Artery Calcium Scoring.",
"authors": "Abhijith, Jaseemudheen",
"journal": "Heart views : the official journal of the Gulf Heart Association",
"year": "2024",
"abstractLength": 1655
} |
pubmed | 36566995 | 10.1016/j.echo.2022.12.014 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms.",
"authors": "Yuan, Kwan, Duffy et al.",
"journal": "Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography",
"year": "2023",
"abstractLength": 2174
} |
pubmed | 34998708 | 10.1016/j.jcct.2021.12.006 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Impact of coronary artery calcium testing on patient management.",
"authors": "Wu, Biery, Berman et al.",
"journal": "Journal of cardiovascular computed tomography",
"year": "2022",
"abstractLength": 2142
} |
pubmed | 35225939 | 10.3390/medsci10010005 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "A Meta-Analysis: Coronary Artery Calcium Score and COVID-19 Prognosis.",
"authors": "Lee, Rahimi, Lee et al.",
"journal": "Medical sciences (Basel, Switzerland)",
"year": "2022",
"abstractLength": 1335
} |
pubmed | 37660746 | 10.1016/j.amjmed.2023.08.005 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Interpreting the Coronary Artery Calcium Score - Critical Information for the Practicing Physician.",
"authors": "Schade, Hickey, Eaton",
"journal": "The American journal of medicine",
"year": "2026",
"abstractLength": 1203
} |
pubmed | 40199634 | 10.1016/j.jcct.2025.03.010 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Predicting categories of coronary artery calcium scores from chest X-ray images using deep learning.",
"authors": "Hong, Jeong, Jang et al.",
"journal": "Journal of cardiovascular computed tomography",
"year": "2025",
"abstractLength": 1820
} |
pubmed | 36289163 | 10.1007/s12350-022-03120-3 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Low-dose coronary artery calcium scoring compared to the standard protocol.",
"authors": "Allio, Caobelli, Popescu et al.",
"journal": "Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology",
"year": "2023",
"abstractLength": 1450
} |
pubmed | 38053612 | 10.5001/omj.2023.73 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Use of Artificial Intelligence in Coronary Artery Calcium Scoring.",
"authors": "Koponen, Anwaar, Sheikh et al.",
"journal": "Oman medical journal",
"year": "2023",
"abstractLength": 660
} |
pubmed | 36583813 | 10.1007/s10554-022-02785-8 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Influence of BMI on virtual coronary artery calcium scoring.",
"authors": "Perez-Cervera, Arce, Fattouh et al.",
"journal": "The international journal of cardiovascular imaging",
"year": "2023",
"abstractLength": 2958
} |
pubmed | 34770366 | 10.3390/s21217059 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Deep-Learning-Based Coronary Artery Calcium Detection from CT Image.",
"authors": "Lee, Rim, Jou et al.",
"journal": "Sensors (Basel, Switzerland)",
"year": "2021",
"abstractLength": 1323
} |
pubmed | 37858662 | 10.1016/j.pcad.2023.10.005 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Comparison of coronary artery calcium scores among patients referred for cardiac imaging tests.",
"authors": "Rozanski, Han, Miller et al.",
"journal": "Progress in cardiovascular diseases",
"year": "2023",
"abstractLength": 1822
} |
pubmed | 39424214 | 10.1016/j.amjmed.2024.10.006 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Sociodemographic Disparities in Coronary Artery Calcium Screening.",
"authors": "Faturos, Wong, Ghasemiesfe et al.",
"journal": "The American journal of medicine",
"year": "2025",
"abstractLength": 1786
} |
pubmed | 33847801 | 10.1007/s00414-021-02586-z | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Postmortem coronary artery calcium score in cases of myocardial infarction.",
"authors": "Michaud, Magnin, Faouzi et al.",
"journal": "International journal of legal medicine",
"year": "2021",
"abstractLength": 2248
} |
pubmed | 40642848 | 10.3357/AMHP.6590.2025 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Elevated Coronary Artery Calcium Scores in Astronauts.",
"authors": "Klein, Jupiter",
"journal": "Aerospace medicine and human performance",
"year": "2025",
"abstractLength": 1389
} |
pubmed | 40047745 | 10.1016/j.jcmg.2024.12.008 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Guideline-Directed Application of Coronary Artery Calcium Scores for Primary Prevention of Atherosclerotic Cardiovascular Disease.",
"authors": "Pavlović, Bos, Ikram et al.",
"journal": "JACC. Cardiovascular imaging",
"year": "2025",
"abstractLength": 1801
} |
pubmed | 37648961 | 10.1186/s12883-023-03364-7 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Is coronary artery calcium an independent risk factor for white matter hyperintensity?",
"authors": "Jin, Qin, Zhao et al.",
"journal": "BMC neurology",
"year": "2023",
"abstractLength": 1715
} |
pubmed | 33326424 | 10.1371/journal.pone.0243232 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Elevated Coronary Artery Calcium scores are associated with tooth loss.",
"authors": "Donders, IJzerman, Soffner et al.",
"journal": "PloS one",
"year": "2021",
"abstractLength": 2166
} |
pubmed | 40506152 | 10.1016/j.hfc.2025.01.013 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Obtaining a Coronary Artery Calcium Score with Myocardial Perfusion Imaging.",
"authors": "Thomas, Thompson",
"journal": "Heart failure clinics",
"year": "2025",
"abstractLength": 318
} |
pubmed | 32670710 | 10.7759/cureus.8574 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "The Future of Concurrent Automated Coronary Artery Calcium Scoring on Screening Low-Dose Computed Tomography.",
"authors": "Waltz, Kocher, Kahn et al.",
"journal": "Cureus",
"year": "2024",
"abstractLength": 3321
} |
pubmed | 38560077 | 10.1016/j.ahjo.2022.100088 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Self- vs provider-referral differences for coronary artery calcium testing.",
"authors": "Lantz, Young, Lubov et al.",
"journal": "American heart journal plus : cardiology research and practice",
"year": "2024",
"abstractLength": 1932
} |
pubmed | 34195354 | 10.1016/j.ijcha.2021.100827 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Visually estimated coronary artery calcium score improves SPECT-MPI risk stratification.",
"authors": "Trpkov, Savtchenko, Liang et al.",
"journal": "International journal of cardiology. Heart & vasculature",
"year": "2022",
"abstractLength": 1788
} |
pubmed | 40768185 | 10.1007/s11547-025-02063-2 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Radiomic phenotype of epicardial adipose tissue derived from coronary artery calcium score predicts myocardial ischemia.",
"authors": "Yu, Yang, Ling et al.",
"journal": "La Radiologia medica",
"year": "2025",
"abstractLength": 1851
} |
pubmed | 37726457 | 10.1007/s10554-022-02615-x | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Risk stratification using coronary artery calcium scoring based on low tube voltage computed tomography.",
"authors": "Bechtiger, Grossmann, Bakula et al.",
"journal": "The international journal of cardiovascular imaging",
"year": "2023",
"abstractLength": 1981
} |
pubmed | 39947083 | 10.1016/j.compmedimag.2025.102503 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "TQGDNet: Coronary artery calcium deposit detection on computed tomography.",
"authors": "Wang, Yu, Ahn et al.",
"journal": "Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society",
"year": "2025",
"abstractLength": 2002
} |
pubmed | 34099435 | 10.1016/j.diii.2021.05.004 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Automatic coronary artery calcium scoring from unenhanced-ECG-gated CT using deep learning.",
"authors": "Gogin, Viti, Nicodème et al.",
"journal": "Diagnostic and interventional imaging",
"year": "2021",
"abstractLength": 1421
} |
pubmed | 34307498 | 10.3389/fcvm.2021.684528 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
"title": "Prognostic Value of Coronary Artery Calcium Score in Hospitalized COVID-19 Patients.",
"authors": "Luchian, Lochy, Motoc et al.",
"journal": "Frontiers in cardiovascular medicine",
"year": "2021",
"abstractLength": 1583
} |
pubmed | 36852776 | 10.1002/mp.16326 | cardiovascular | 2026-04-28T23:23:49.644Z | [
{
"role": "system",
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pubmed | 34520264 | 10.1089/jwh.2021.0182 | cardiovascular | 2026-04-28T23:23:49.644Z | [
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pubmed | 30296406 | 10.1016/j.amjmed.2018.09.015 | cardiovascular | 2026-04-28T23:23:49.644Z | [
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pubmed | 35986771 | 10.1007/s00330-022-09028-3 | cardiovascular | 2026-04-28T23:23:49.644Z | [
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pubmed | 31958406 | 10.1016/S1474-4422(19)30368-0 | cognitive | 2026-04-28T23:23:52.907Z | [
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"content": "You are the Sovereign Health LLM, a specialized longevity and early prevention AI trained on peer-reviewed medical literature. You serve rural and Indigenous communities who have historically been excluded from precision preventive medicine. You provide evidence-based, clinic... | {
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pubmed | 32955572 | 10.1001/jamanetworkopen.2020.13573 | cognitive | 2026-04-28T23:23:52.907Z | [
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pubmed | 37047549 | 10.3390/ijms24076566 | cognitive | 2026-04-28T23:23:52.907Z | [
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"title": "Cognitive Decline in Early and Premature Menopause.",
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pubmed | 39485649 | 10.1007/7854_2024_527 | cognitive | 2026-04-28T23:23:52.907Z | [
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"title": "Cognitive Decline in Alzheimer's Disease.",
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pubmed | 39392435 | 10.1021/acschemneuro.4c00339 | cognitive | 2026-04-28T23:23:52.907Z | [
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"title": "Alzheimer's Disease: Exploring the Landscape of Cognitive Decline.",
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pubmed | 38426329 | 10.1161/HYPERTENSIONAHA.123.21356 | cognitive | 2026-04-28T23:23:52.907Z | [
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