Bibliographic record
Abstract
Cardiovascular disease currently is responsible for more than 14 million deaths worldwide annually and is estimated that this will increase to more than 25 million deaths in the year 2025 in a population of 7.9 billion people.This widespread disease causes more deaths than all forms of cancer, diabetes, infections, and lung diseases.This epidemic can only be curbed by relevant and sound research.Such research, however, requires acquisition of accurate core knowledge. The budding researcher needs to know what is truly proven and what needs to be proven.Clinicians require online medical updates brought rapidly to their computers so as to render more efficient care for their patients.• This encyclopedic work is directed at all physicians who render care to cardiovascular patients and to all who wish to pursue a research career in medicine, pharmacology, biomedical engineering, and technologic innovations.Hopefully, practicing clinicians would glean crucial and up-to-date information that would provide ameliorating benefits for their patients.At the end of a patient-doctor consultation, it is the prescription handed to the patient that provides a cure or salutary effect.Thus, the text gives considerable amount of information on cardiovascular therapeutics.• Both career researchers and those who wish to devote only a few years in research will find the information provided invaluable.Postgraduates in science and technology, including MDs and PhDs, who wish to pursue research in the medical sciences must have a reference source that provides core knowledge in medicine, particularly, pathogenesis, pathophysiology, clinical diagnostic features, diagnostic techniques, and management strategies.The text provides this information.• In addition, our senior college youth worldwide are clamoring for new knowledge that is not provided by tutors who prefer students to research topics.Much is provided by the internet but inaccuracy abounds.Some material in the text is at times simplified to reach the college audience.• The text often describes historical events that led up to certain hallmark discoveries; this is done to indicate to those interested in research that simple thoughts and perseverance bring fruits from research.It is my hope that this historical and relevant cardiologic information will provide motivation and awakening of new interests in the solving of the pathogenesis, pathophysiology, diagnosis, and management strategies of a variety of heart diseases.• Often, major discoveries are made by those who pursue only a few years in research, and innovations may be made by simple thought processes.A prime example is the one revealed by Reverend Hales, the father of hemodynamic medicine.During his studies in theology at Cambridge, he was fortunate to do mathematics and science and had conversations with a medical student.In 1733, after many years in his ministry, at Teddington outside London, he found the time for the study of circulation.Figure 1 in the entry ▶ Blood Pressure shows Hales observing the blood pressure in a horse, and he is credited to be the first to demonstrate the measurement of blood pressure.• The vascular surgeon Korotokoff, in Russia in 1900, recognizing that a constricted artery makes no sound, used a stethoscope to observe the sounds made by the blood flowing through the artery in the arm constricted by an arm band; he heard sounds as the band was released.The first sounds were taken as the systolic blood pressure and the sounds are called Korotkoff sounds; the technique is used to this day without change.Korotokoff 's innovative discovery required only his thought of sound; he was not a researcher.Surgeons do not normally use stethoscopes but vascular surgeons do so, because they listen over expanded arteries, aneurysms that emit a loud bruit, a sound made as the blood strikes the expanded wall of the artery.• Many of the technologic advances in medicine have been provided for us by the collaboration of engineers, physicists, biologists, and medical doctors.Einthoven would not have produced the electrocardiogram in 1901, if Adler had not provided the wireless telegraph; also, the string galvanometer, a nonmedical device, was then available to Einthoven.• The advent of ultrasonography was an innovation prompted by the Titanic disaster and the underwater search for submarines in 1939.At the end of the war, physicists and medical doctors collaborated to provide the ultrasound for neurologic investigations.Echocardiography stemmed from an engineer who worked in collaboration with a medical student and a physician.In 1964, Dr. Harvey Feigenbaum saw the unsophisticated machine at the American college of
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.351 | 0.324 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".