FOLLOW-UP OF METAL-ON-METAL HIP REPLACEMENT PATIENTS IS CURRENTLY NOT EVIDENCE-BASED OR COST EFFECTIVE
Bibliographic record
Abstract
Introduction This study aimed to: (1) compare published follow-up guidelines for metal-on-metal (MoM) hip patients and analyse protocols in relation to current evidence, and (2) assess the financial implications of these guidelines. Methods Follow-up guidance for MoM hips from five national authorities (MHRA in the UK; EFORT; United States FDA; Therapeutic Goods Administration of Australia; Health Canada) were contrasted and critically appraised. Using National Joint Registry (NJR) data (67,363 MoM hips implanted) the cost of annual surveillance for all MoM hips recorded in the NJR was calculated for each protocol. Results Significant differences existed between recommended guidance, with protocols not reflecting the best available evidence. These include not stratifying patients according to implant type (total hip replacement (THR) or hip resurfacing (HR)) or adverse reaction to metal debris (ARMD) risk factors, using symptoms to decide patient follow-up, and using suboptimal blood metal ion thresholds to identify poorly performing hips. Patients with asymptomatic ARMD lesions, especially HR patients with no ARMD risk factors, would not be identified by most protocols. Vast cost differences exist between protocols when considering annual surveillance of the NJR population. The MHRA guidance was cheapest for annual follow-up (£8,264,064/10,423,296 Euro/$13,717,440). The most expensive protocols were those recommended by the FDA (£22,321,020/28,134,526 Euro/$37,029,889) and EFORT (£22,708,226/28,590,554 Euro/$37,671,431), both approaching three-times the MHRA costs. The FDA protocol was most costly for surveillance of all symptomatic patients (£18,210,816/22,947,840 Euro/$30,228,480), and EFORTs was most costly for asymptomatic HR patients (£8,283,010 / 10,428,250 Euro / $13,735,495). Discussion Current MoM hip follow-up guidance is not evidence-based. Most protocols lack the sensitivity to detect asymptomatic ARMD lesions. It is also clear that these protocols are not financially sustainable in the long-term. Conclusions Further work is required to ensure future guidance published by authorities is more unified as well as both clinically and cost effective.
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 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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.000 |
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".