253 TWINING FORD ROAD, RICHBORO, PA 18954 · CCN 395217 · chain GOLD PA TRUST
Composite
30.1 / 100 percentile
Peer group
snf n = 14,684
Evidence depth
deep
Certified beds
82
Model
v1.2
Reads as: riskier than 30.1% of the 14,684 facilities in the snf peer group. percentile within peer group, 100 = highest risk. Grade bands are fixed percentile cuts (F is the top 5% of peer risk), so a grade is a position, not an absolute level.
weighted_contribution sums to pre_rank_index over rows where counts_toward_index is true. The composite is the facility's percentile position of that index within its peer group, so contributions explain the input, and the rank explains the score.
Change-of-ownership footprint in the CMS Provider of Services file: control-family, legal-name and address deltas across quarterly snapshots, plus certification reset recency and Medicare tenure.
R23/W4-3. Deterministic logistic p(Medicare termination within 12m), SNF only. Label = first POS termination date (any code: voluntary closure, involuntary termination, merger exit); facilities already terminated by the panel date are excluded, not counted as safe. Trained on panels 2024-07/2024-10/2025-01 (n=46,466, 283 positives), evaluated on the held-out later panel 2025-04 BEFORE shipping: AUC 0.971, top-decile lift 9.5x, top-decile capture 95.4% of the 65 terminations that followed. Separability is high because closures announce themselves in the data: collapsing occupancy is the strongest signal, and the learned NEGATIVE weight on 12m deficiency counts is the surveys-stop signature of a facility winding down, not a claim that clean inspections are dangerous. Same 15 as-of-date features and anti-leakage chassis as p_chow_12m; SFF entry rejected as a label (only one month of SFF history exists, so as-of transitions cannot be reconstructed). Score = probability x 100; grade NULL. Not in any composite.
R22/W4-2. Deterministic logistic p(CHOW within 12m), SNF only. Trained on panels 2024-07/2024-10/2025-01 (n=50,700, 1,207 positives), evaluated on the held-out later panel 2025-04 BEFORE shipping: AUC 0.874, top-decile lift 5.0x (top 10% of predictions captured 49.6% of the CHOWs that actually closed in the next 12 months). Shipped coefficients are the evaluated ones; no post-holdout refit. Caveat: holdout positives (133) run below the training base rate because recent CHOWs surface in public records with a lag, so measured lift is conservative. Features are as-of-date public records: PBJ staffing level/trend/contract share (quarterly history to 2022Q1), deficiency and CMP counts (12m), ownership tenure and churn from CHOW-evidenced transactions, beds, occupancy, ownership type, chain size. Chain membership and ownership type are current-state (history not published). SFF and star ratings deliberately excluded (no as-of history). Notable learned direction: long ownership tenure RAISES sale odds and a recent prior CHOW lowers them. Score = probability x 100; grade is NULL because a probability is not a quality letter. Not in any composite.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later regulatory_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later regulatory_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later staffing_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later staffing_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Rows with counts_toward_composite false come from models that are addressable or retracted rather than default. They exist and may be informative, but they did not enter the published composite and must not be summed as though they had.
p_adverse_action_12m: probability the facility's Medicare participation terminates within 12 months (any POS termination code; already-terminated facilities are excluded, not scored safe). Deterministic logistic over as-of-date public records, SNF only. Holdout (2025-04 panel, evaluated before shipping): AUC 0.971, top-decile lift 9.5x. Closures announce themselves: collapsing occupancy dominates, and fewer recent surveys is a winding-down signature. inputs.features holds raw feature values, inputs.contributions each feature's standardized pull on the log-odds. Predictions never enter the composite. See /v1/models. | p_chow_12m: probability of a change of ownership within 12 months. Deterministic logistic over as-of-date public records, SNF only. Holdout (2025-04 panel, evaluated before shipping): AUC 0.874, top-decile lift 5.0x. inputs.features holds raw feature values, inputs.contributions each feature's standardized pull on the log-odds. Predictions never enter the composite. See /v1/models for full notes.
Probability the facility's Medicare participation ends within 12 months, from public records only. Red bars raise exit odds. A negative pull from deficiencies is the winding-down signature — surveys stop as a facility empties — not evidence that clean inspections are dangerous.
Staffing vs peers
16
2025Q4 HPRD
This facility
PA median
National median
National p25–p75
Total nurse
3.19
3.38
3.28
2.90–3.77
RN
0.39
0.45
0.39
0.25–0.58
Weekend total
3.15
3.27
3.11
—
Weekday total
3.20
3.43
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
77.2
3.19
0.39
0.72
2.08
3.15
0.0%
2025Q3
92
75.7
3.26
0.33
0.81
2.12
3.24
0.0%
2025Q2
91
79.8
3.15
0.27
0.85
2.03
3.15
0.0%
2025Q1
90
79.5
3.23
0.28
0.88
2.07
3.19
1.2%
2024Q4
92
77.4
3.34
0.24
0.95
2.15
3.31
1.1%
2024Q3
92
77.7
3.31
0.28
0.89
2.14
3.17
5.1%
2024Q2
91
77.9
3.00
0.34
0.73
1.94
2.92
3.2%
2024Q1
91
78.1
3.21
0.57
0.67
1.97
3.12
4.1%
2023Q4
92
77.9
3.20
0.61
0.61
1.98
3.20
9.6%
2023Q3
92
75.7
3.26
0.59
0.60
2.06
3.24
13.0%
2023Q2
91
74.6
3.06
0.53
0.55
1.97
3.01
14.6%
2023Q1
90
76.5
3.05
0.53
0.58
1.94
3.05
13.2%
2022Q4
92
76.6
2.99
0.49
0.53
1.97
3.04
22.3%
2022Q3
92
74.9
2.84
0.49
0.59
1.77
2.81
10.2%
2022Q2
91
77.6
2.77
0.49
0.55
1.74
2.68
7.0%
2022Q1
90
72.8
2.87
0.53
0.50
1.84
2.79
1.6%
HPRD is census-weighted: total hours over the quarter divided by total resident-days, not an average of daily ratios. Source is CMS Payroll-Based Journal daily records; only SNFs report PBJ, so other settings legitimately return zero rows.
Penalties
0
No penalties on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
Deficiencies
7
B × 1D × 2E × 2F × 2
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2025-05-29
Health
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
D
2025-07-08
2025-05-29
Health
F0801
Employ sufficient staff with the appropriate competencies and skills sets to carry out the functions of the food and nutrition service, including a qualified dietician.
E
2025-07-08
2025-05-29
Health
F0809
Ensure meals and snacks are served at times in accordance with resident’s needs, preferences, and requests. Suitable and nourishing alternative meals and snacks must be provided for residents who want to eat at non-traditional times or outside of scheduled meal times.
B
2025-07-08
2024-06-18
Health
F0803
Ensure menus must meet the nutritional needs of residents, be prepared in advance, be followed, be updated, be reviewed by dietician, and meet the needs of the resident.
D
2024-07-19
2024-06-18
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2024-07-19
2023-07-13
Health
F0584
Honor the resident's right to a safe, clean, comfortable and homelike environment, including but not limited to receiving treatment and supports for daily living safely.
E
2023-08-15
2023-07-13
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2023-08-15
scope_severity uses the CMS letter grid: A is least serious, L most. J, K and L are immediate jeopardy. Rows are the surveyor's findings of record, not the model's opinion.
Licensure actions
0
No licensure actions on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
Ownership
12
Owner
Role
Pct
From
Status
Source
PHRH HOLDINGS LLC
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2021-04-01
current
pecos_ownership
STERN, MOSHE
5% OR GREATER INDIRECT OWNERSHIP INTEREST
90%
2017-08-01
current
pecos_ownership
253 TWINING FORD ROAD LLC
Individual has financial interest in both related organization and provider
—
2023-01-01
current
hcris_a_8_1
253 TWINING FORD ROAD LLC
Individual has financial interest in both related organization and provider
—
2024-01-01
current
hcris_a_8_1
GOLD PA TRUST
INDIRECT OWNERSHIP INTEREST
—
2022-10-01
current
pecos_ownership
JAIN, ATUL
ADP OF THE SNF
—
2025-03-27
current
pecos_ownership
JAIN, ATUL
OPERATIONAL/MANAGERIAL CONTROL
—
2025-01-01
current
pecos_ownership
SILVER PA TRUST
INDIRECT OWNERSHIP INTEREST
—
2022-10-01
current
pecos_ownership
MOSHE STERN
5% OR GREATER INDIRECT OWNERSHIP INTEREST
90%
2017-08-01
ended 2026-05-18
pecos_ownership
MOSS ELLENBOGEN
5% OR GREATER INDIRECT OWNERSHIP INTEREST
10%
2022-10-01
ended 2026-05-18
pecos_ownership
ATUL JAIN
ADP OF THE SNF
—
2025-03-27
ended 2026-05-18
pecos_ownership
ATUL JAIN
OPERATIONAL/MANAGERIAL CONTROL
—
2025-01-01
ended 2026-05-18
pecos_ownership
PECOS ownership and managing-control associations. Current edges have no end date in the source; historical edges are retained.
Related-party costs
2
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-12-31
$1,618,021
$1,618,021
—
—
—
4
propco
2023-12-31
$1,594,192
$1,594,192
—
—
—
4
propco
Cost-report related-party spend by fiscal year. has_propco flags real-estate counterparties.
Transactions
0
No transactions on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
Most recent same-state, same-setting trades. Most CHOW-derived trades carry no disclosed consideration, so price, $/bed, and cap rate show only where a sale price was resolved from a deed or filing — blanks are honest, not missing data.
Market rent context
29
Geo
Kind
BR
Amount
As of
Source
county 42017
acs median gross
0
$1,234
2024-12-31
CENSUS_ACS5
county 42017
fmr
0
$1,397
2025-10-01
HUD_USER_FMR
county 42017
acs median gross
1
$1,375
2024-12-31
CENSUS_ACS5
county 42017
fmr
1
$1,520
2025-10-01
HUD_USER_FMR
county 42017
acs median gross
2
$1,702
2024-12-31
CENSUS_ACS5
county 42017
fmr
2
$1,810
2025-10-01
HUD_USER_FMR
county 42017
acs median gross
3
$1,942
2024-12-31
CENSUS_ACS5
county 42017
fmr
3
$2,170
2025-10-01
HUD_USER_FMR
county 42017
acs median gross
4
$2,322
2024-12-31
CENSUS_ACS5
county 42017
fmr
4
$2,423
2025-10-01
HUD_USER_FMR
county 42017
acs median gross
5
$2,410
2024-12-31
CENSUS_ACS5
county 42017
acs median gross
$1,605
2024-12-31
CENSUS_ACS5
county 42017
acs recent mover gross
$1,835
2024-12-31
CENSUS_ACS5
zcta 18954
acs median gross
$2,025
2024-12-31
CENSUS_ACS5
zip 18954
payment standard 110
0
$2,002
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 90
0
$1,638
2025-10-01
HUD_USER_SAFMR
zip 18954
safmr
0
$1,820
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 110
1
$2,178
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 90
1
$1,782
2025-10-01
HUD_USER_SAFMR
zip 18954
safmr
1
$1,980
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 110
2
$2,596
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 90
2
$2,124
2025-10-01
HUD_USER_SAFMR
zip 18954
safmr
2
$2,360
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 110
3
$3,113
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 90
3
$2,547
2025-10-01
HUD_USER_SAFMR
zip 18954
safmr
3
$2,830
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 110
4
$3,465
2025-10-01
HUD_USER_SAFMR
zip 18954
payment standard 90
4
$2,835
2025-10-01
HUD_USER_SAFMR
zip 18954
safmr
4
$3,150
2025-10-01
HUD_USER_SAFMR
ACS median gross rents and HUD FMR/SAFMR for the facility's county and ZIP. Context for underwriting, not facility pricing.