Offsetting Patient-Centered Medical Homes Investment Costs Through Per-Member-Per-Month or Medicare Merit-based Incentive Payment System Incentive Payments
Why this work is in the frame
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Bibliographic record
Abstract
Primary care practices become patient-centered medical homes (PCMHs) to improve care. However, investment costs and opportunities to offset those costs are critical to the decision. We examined potential offsets through commercial payer per-member-per-month (PMPM) payments and the Medicare Merit-based Incentive Payment System (MIPS) for a network that spent $4 818 260 over 4 years obtaining and renewing PCMH recognition for 57 practices. With PMPM payments of $3.37 to $8.98, "breakeven" requires that 2.4% to 6.4% of the network's 1645 commercially insured patients per physician be covered, while applying MIPS incentive payments of half the maximum available each year to the network's average 2016 Medicare reimbursement of $196 812 per physician showed they would exceed PCMH costs by 2022.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it