Porous calcium polyphosphate as load‐bearing bone substitutes:<i>In vivo</i>study
Bibliographic record
Abstract
Porous calcium polyphosphate (CPP) is being investigated for fabrication of novel biodegradable bone substitutes. In this study, porous CPP implants formed by conventional CPP powder packing and using a two-step sinter/anneal process was used to form 20 and 30 vol % porous samples displaying relatively high strength. These were implanted in rabbit femoral condyle sites to study their ability for secure fixation in prepared sites through bone ingrowth. Porous implants of 20 and 30 vol % porosity and displaying compressive strengths ~80 and 35 MPa, respectively, were used. Bone ingrowth sufficient to allow secure implant fixation was observed by 6 weeks (~19% bone ingrowth per available pore space for the 30 vol % and 13% for the 20 vol % porous implants). The results of the in vivo study suggest the potential usefulness of porous CPP as biodegradable bone substitutes/augments in high load-bearing skeletal regions.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.013 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 teacher head, 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".