CardiovascularSolid Mechanics: Cells, Tissues, and Organs
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Not applicableConsensus signal: none
- Genre
- Candidate signal: MethodsConsensus signal: none
- Teacher disagreement score
- 0.891
- Threshold uncertainty score
- 0.977
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.166 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
9R74. Cardiovascular Solid Mechanics: Cells, Tissues, and Organs. - JD Humphrey (Dept of Biomed Eng, Texas A&M Univ, College Station TX 77843-3120). Springer-Verlag, New York. 2002. 757 pp. ISBN 0-387-95168-7. $99.00.Reviewed by M Epstein (Dept of Mech Eng, Univ of Calgary, 2500 University Dr NW, Calgary AB, T2N 1N4, Canada).Ambitious both in scope and depth, this book constitutes a remarkable achievement. Predicated on the principle that the next generation of biomechanicists should be as proficient in Continuum Mechanics as in Biology and in formulating simple models from raw experiments, this 750-page book attempts to encompass the necessary combined background in one volume suitable for use as a text. It is divided into three parts. The first part, occupying roughly a third of the book and entitled Foundations, can be considered as an almost stand-alone textbook in Continuum Mechanics and the Finite Element Method. Keeping in mind the intended application to soft tissues, the treatment emphasizes geometrical and material nonlinearities. It is doubtful that students without any previous background in either Continuum Mechanics or Finite Elements might be able to acquire a working knowledge in either subject from this book alone. On the other hand, students already having an introductory exposure to these subjects will be able to see the whole picture and will profit enormously from the relatively high-level and concise style of the presentation. The theoretical treatment is supplemented with a chapter on experimental methods. If the book were to be used as text, a two-semester format would be ideal, with the first semester entirely devoted to the study of the first part of the book so as to provide the students with a sound foundation in theoretical, numerical, and experimental methods. Taking into consideration the aforementioned principle, the effort will not be wasted. The second, and largest, part of the book is dedicated to Vascular Mechanics. A good description of the histology and physiology of the arterial wall is followed by material considerations, such as symmetry, inhomogeneity, incompressibility, and residual stress. It is here where the knowledge gained in the foundations becomes important, since the general experimental observations are implemented within a consistent constitutive framework. Perhaps the most interesting chapter of this second part of the book is the one devoted to Vascular Disorders (hypertension, aneurisms, arteriosclerosis). Vascular adaptation is given a separate chapter in which modern theories of kinematic growth are discussed among other ideas. The third, and final, part of the book is devoted to Cardiac Mechanics. It consists of a lone 120-page chapter on the normal mature heart. The lack of even a short chapter on cardiac disorders is noted. Each chapter is followed by a set of challenging exercises ranging from historical reviews to detailed calculations. A wealth of references is proof that Cardiovascular Solid Mechanics: Cells, Tissues, and Organs is not just intended as a text, but also as a valuable reference for researchers in soft-tissue mechanics. It should be purchased by libraries for general use and by individuals that would like to have an excellent, handy, comprehensive, and useful reference book on their shelves.
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.
The record
- Venue
- Applied Mechanics Reviews
- Topic
- Elasticity and Material Modeling
- Field
- Engineering
- Canadian institutions
- University of Calgary
- Funders
- not available
- Keywords
- Presentation (obstetrics)Continuum mechanicsMechanicsPhysicsMedicineSurgery
- Has abstract in OpenAlex
- yes