Reads as: riskier than 48.0% 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.
ML signals — parallel engine
4
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet enforcement cluster
56% fined
HART BENJAMIN
9 facilities
connection
Owner fleet enforcement cluster
56% fined
HERITAGE OPERATIONS GROUP LLC
9 facilities
connection
Owner fleet enforcement cluster
50% fined
CURRY DANIELLE
12 facilities
connection
Owner fleet enforcement cluster
50% fined
HART STEVEN
6 facilities
Findings from the always-on scanning layer: anomalies on this facility, connections through its current owners and past buyers. Runs beside the deterministic composite, never inside it. Full board on the ML Lab page.
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
IL median
National median
National p25–p75
Total nurse
3.11
3.13
3.28
2.90–3.77
RN
0.50
0.49
0.39
0.25–0.58
Weekend total
3.08
2.93
3.11
—
Weekday total
3.13
3.23
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
55.7
3.11
0.50
0.39
2.23
3.08
13.0%
2025Q3
92
56.8
3.02
0.52
0.35
2.14
2.98
8.3%
2025Q2
91
57.5
2.97
0.45
0.40
2.13
2.93
7.4%
2025Q1
90
57.1
3.03
0.46
0.40
2.17
3.03
6.0%
2024Q4
92
55.8
3.04
0.46
0.40
2.19
2.98
7.2%
2024Q3
92
55.6
3.11
0.35
0.53
2.23
3.11
13.2%
2024Q2
91
55.3
3.12
0.36
0.54
2.22
3.05
9.8%
2024Q1
91
57.8
3.01
0.25
0.63
2.13
2.93
6.5%
2023Q4
92
57.8
3.04
0.29
0.60
2.16
2.97
11.3%
2023Q3
92
55.4
3.00
0.29
0.58
2.13
2.97
10.2%
2023Q2
91
54.6
3.03
0.28
0.60
2.15
3.01
15.1%
2023Q1
90
56.6
3.06
0.40
0.47
2.19
3.09
19.6%
2022Q4
92
56.4
3.04
0.41
0.45
2.18
2.96
20.1%
2022Q3
92
59.6
2.97
0.41
0.42
2.13
2.98
24.8%
2022Q2
91
57.2
3.02
0.40
0.46
2.16
2.97
29.4%
2022Q1
90
52.7
3.17
0.40
0.51
2.26
3.24
25.1%
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
6
D × 4E × 1F × 1
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2025-12-11
Health
F0605
Prevent the use of unnecessary psychotropic medications or use medications that may restrain a resident's ability to function.
D
2025-12-26
2025-12-11
Health
F0759
Ensure medication error rates are not 5 percent or greater.
D
2025-12-26
2025-12-11
Health
F0761
Ensure drugs and biologicals used in the facility are labeled in accordance with currently accepted professional principles; and all drugs and biologicals must be stored in locked compartments, separately locked, compartments for controlled drugs.
F
2025-12-26
2025-12-11
Health
F0880
Provide and implement an infection prevention and control program.
E
2025-12-26
2023-08-03
Health
F0758
Implement gradual dose reductions(GDR) and non-pharmacological interventions, unless contraindicated, prior to initiating or instead of continuing psychotropic medication; and PRN orders for psychotropic medications are only used when the medication is necessary and PRN use is limited.
D
2023-08-18
2023-07-02
Health · complaint
F0842
Safeguard resident-identifiable information and/or maintain medical records on each resident that are in accordance with accepted professional standards.
D
2023-07-20
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
39
Owner
Role
Pct
From
Status
Source
HENRY & JANE VONDERLIETH LIVING CENTER INC
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2017-05-09
current
pecos_ownership
AYLESWORTH, RICHARD
CORPORATE DIRECTOR
—
2017-05-09
current
pecos_ownership
COX, MELISSA
ADP OF THE SNF
—
2025-02-04
current
pecos_ownership
COX, MELISSA
CORPORATE DIRECTOR
—
2022-01-01
current
pecos_ownership
CROSS, THOMAS
CORPORATE DIRECTOR
—
2007-11-02
current
pecos_ownership
CURRY, DANIEL
CORPORATE OFFICER
—
2022-06-07
current
pecos_ownership
FREER, LYNN
CORPORATE OFFICER
—
2012-10-01
current
pecos_ownership
HART, BENJAMIN
OPERATIONAL/MANAGERIAL CONTROL
—
2011-07-21
current
pecos_ownership
HART, STEVEN
CORPORATE OFFICER
—
2023-07-01
current
pecos_ownership
HERITAGE OPERATIONS GROUP, LLC
TRUSTEE OF THE SNF
—
2017-05-09
current
pecos_ownership
HERITAGE OPERATIONS GROUP, LLC
ADP OF THE SNF
—
2025-01-02
current
pecos_ownership
HILD, JAMES
CORPORATE OFFICER
—
2012-10-01
current
pecos_ownership
KINCADE, DONNA
CORPORATE DIRECTOR
—
2018-06-25
current
pecos_ownership
KINCADE, DONNA
ADP OF THE SNF
—
2025-02-04
current
pecos_ownership
MARTIN, DEREK
CORPORATE DIRECTOR
—
2025-01-01
current
pecos_ownership
MARTIN, JEFF
CORPORATE DIRECTOR
—
2011-09-15
current
pecos_ownership
MCDOWELL, CATHERINE
CORPORATE DIRECTOR
—
2022-04-01
current
pecos_ownership
PRZYKOPANSKI, PAT
CORPORATE DIRECTOR
—
2017-05-09
current
pecos_ownership
VOLLE, RICHARD
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
WEITEKAMP, KAITLIN
CORPORATE DIRECTOR
—
2025-01-01
current
pecos_ownership
WUBBEN, JULIAN
CORPORATE DIRECTOR
—
2011-09-15
current
pecos_ownership
BENJAMIN HART
OPERATIONAL/MANAGERIAL CONTROL
20%
2011-07-21
ended 2026-05-18
pecos_ownership
PAT PRZYKOPANSKI
CORPORATE DIRECTOR
20%
2017-05-09
ended 2026-05-18
pecos_ownership
RICHARD AYLESWORTH
CORPORATE DIRECTOR
20%
2017-05-09
ended 2026-05-18
pecos_ownership
JAMES HILD
CORPORATE OFFICER
10%
2012-10-01
ended 2026-05-18
pecos_ownership
JEFF MARTIN
CORPORATE DIRECTOR
10%
2011-09-15
ended 2026-05-18
pecos_ownership
JULIAN WUBBEN
CORPORATE DIRECTOR
10%
2011-09-15
ended 2026-05-18
pecos_ownership
LYNN FREER
CORPORATE OFFICER
10%
2012-10-01
ended 2026-05-18
pecos_ownership
DANIEL CURRY
CORPORATE OFFICER
0%
2022-06-07
ended 2026-05-18
pecos_ownership
CATHERINE MCDOWELL
CORPORATE DIRECTOR
—
2022-04-01
ended 2026-05-18
pecos_ownership
DEREK MARTIN
CORPORATE DIRECTOR
—
2025-01-01
ended 2026-05-18
pecos_ownership
DONNA KINCADE
ADP OF THE SNF
—
2025-02-04
ended 2026-05-18
pecos_ownership
DONNA KINCADE
CORPORATE DIRECTOR
—
2018-06-25
ended 2026-05-18
pecos_ownership
KAITLIN WEITEKAMP
CORPORATE DIRECTOR
—
2025-01-01
ended 2026-05-18
pecos_ownership
MELISSA COX
ADP OF THE SNF
—
2025-02-04
ended 2026-05-18
pecos_ownership
MELISSA COX
CORPORATE DIRECTOR
—
2022-01-01
ended 2026-05-18
pecos_ownership
RICHARD VOLLE
CORPORATE DIRECTOR
—
2016-01-01
ended 2026-05-18
pecos_ownership
STEVEN HART
CORPORATE OFFICER
—
2023-07-01
ended 2026-05-18
pecos_ownership
THOMAS CROSS
CORPORATE DIRECTOR
—
2007-11-02
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
0
No related-party cost years on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
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
32
Geo
Kind
BR
Amount
As of
Source
county 17107
acs median gross
0
$1,054
2024-12-31
CENSUS_ACS5
county 17107
fmr
0
$681
2025-10-01
HUD_USER_FMR
county 17107
acs median gross
1
$662
2024-12-31
CENSUS_ACS5
county 17107
fmr
1
$782
2025-10-01
HUD_USER_FMR
county 17107
acs median gross
2
$853
2024-12-31
CENSUS_ACS5
county 17107
fmr
2
$988
2025-10-01
HUD_USER_FMR
county 17107
acs median gross
3
$871
2024-12-31
CENSUS_ACS5
county 17107
fmr
3
$1,221
2025-10-01
HUD_USER_FMR
county 17107
acs median gross
4
$864
2024-12-31
CENSUS_ACS5
county 17107
fmr
4
$1,308
2025-10-01
HUD_USER_FMR
county 17107
acs median gross
5
$779
2024-12-31
CENSUS_ACS5
county 17107
acs median gross
$829
2024-12-31
CENSUS_ACS5
county 17107
acs recent mover gross
$864
2024-12-31
CENSUS_ACS5
zcta 62548
acs median gross
1
$672
2024-12-31
CENSUS_ACS5
zcta 62548
acs median gross
2
$821
2024-12-31
CENSUS_ACS5
zcta 62548
acs median gross
3
$917
2024-12-31
CENSUS_ACS5
zcta 62548
acs median gross
$802
2024-12-31
CENSUS_ACS5
zip 62548
payment standard 110
0
$770
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 90
0
$630
2025-10-01
HUD_USER_SAFMR
zip 62548
safmr
0
$700
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 110
1
$913
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 90
1
$747
2025-10-01
HUD_USER_SAFMR
zip 62548
safmr
1
$830
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 110
2
$1,122
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 90
2
$918
2025-10-01
HUD_USER_SAFMR
zip 62548
safmr
2
$1,020
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 110
3
$1,518
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 90
3
$1,242
2025-10-01
HUD_USER_SAFMR
zip 62548
safmr
3
$1,380
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 110
4
$1,551
2025-10-01
HUD_USER_SAFMR
zip 62548
payment standard 90
4
$1,269
2025-10-01
HUD_USER_SAFMR
zip 62548
safmr
4
$1,410
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.