Reads as: riskier than 47.0% 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
1
Kind
Finding
Signal
Subject
First seen
connection
Owner spans multiple chains
6 chains
WIPFLI LLP
67 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 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
13
2025Q4 HPRD
This facility
MN median
National median
National p25–p75
Total nurse
3.08
3.49
3.28
2.90–3.77
RN
0.41
0.65
0.39
0.25–0.58
Weekend total
2.75
3.32
3.11
—
Weekday total
3.21
3.59
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
38.3
3.08
0.41
0.30
2.37
2.75
5.2%
2025Q3
92
40.1
3.24
0.40
0.27
2.57
2.90
3.5%
2025Q2
91
36.9
3.90
0.65
0.30
2.95
3.14
3.6%
2025Q1
90
35.3
3.97
0.70
0.31
2.96
3.35
3.7%
2024Q4
92
34.1
4.15
0.76
0.33
3.06
3.52
5.7%
2024Q3
92
34.5
3.84
0.66
0.20
2.98
3.34
3.1%
2024Q2
91
36.5
3.67
0.67
0.20
2.80
3.00
3.3%
2024Q1
91
39.4
3.33
0.61
0.33
2.39
2.70
5.9%
2023Q4
92
38.0
3.38
0.55
0.31
2.52
2.88
10.3%
2023Q3
92
38.8
3.10
0.50
0.30
2.30
2.72
0.0%
2022Q3
92
36.9
3.15
0.58
0.21
2.35
2.89
0.0%
2022Q2
91
37.0
3.54
0.73
0.22
2.60
2.96
5.1%
2022Q1
90
37.7
3.20
0.67
0.23
2.30
2.73
7.0%
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.
Set up an ongoing quality assessment and assurance group to review quality deficiencies and develop corrective plans of action.
F
2025-09-19
2025-08-27
Health
F0880
Provide and implement an infection prevention and control program.
E
2025-09-19
2025-08-27
Health
F0921
Make sure that the nursing home area is safe, easy to use, clean and comfortable for residents, staff and the public.
D
2025-09-19
2024-07-30
Health
F0641
Ensure each resident receives an accurate assessment.
D
2024-08-19
2024-07-30
Health
F0881
Implement a program that monitors antibiotic use.
D
2024-08-19
2023-12-11
Health · complaint
F0622
Not transfer or discharge a resident without an adequate reason; and must provide documentation and convey specific information when a resident is transferred or discharged.
D
2024-01-02
2023-09-27
Health
F0657
Develop the complete care plan within 7 days of the comprehensive assessment; and prepared, reviewed, and revised by a team of health professionals.
D
2023-12-15
2023-09-27
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.
D
2023-12-15
2023-09-27
Health
F0851
Electronically submit to CMS complete and accurate direct care staffing information, based on payroll and other verifiable and auditable data.
F
2023-12-15
2023-09-27
Health
F0865
Have a plan that describes the process for conducting QAPI and QAA activities.
F
2023-12-15
2023-09-27
Health
F0867
Set up an ongoing quality assessment and assurance group to review quality deficiencies and develop corrective plans of action.
F
2023-12-15
2023-09-27
Health
F0883
Develop and implement policies and procedures for flu and pneumonia vaccinations.
E
2023-12-15
2023-09-27
Health
F0944
Conduct mandatory training, for all staff, on the facility’s Quality Assurance and Performance Improvement Program.
F
2023-12-15
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
24
Owner
Role
Pct
From
Status
Source
BETHLEHEM LUTHERAN CHURCH
DIRECT OWNERSHIP INTEREST
—
2023-04-01
current
pecos_ownership
FIRST LUTHERAN
DIRECT OWNERSHIP INTEREST
—
2023-04-01
current
pecos_ownership
GAYER, TRACY
CORPORATE OFFICER
—
2019-02-01
current
pecos_ownership
GRACE LUTHERAN CHURCH
DIRECT OWNERSHIP INTEREST
—
2023-04-01
current
pecos_ownership
GREEN, LARRY
CORPORATE OFFICER
—
2019-02-01
current
pecos_ownership
KENDALL, KATHRYN
OPERATIONAL/MANAGERIAL CONTROL
—
2024-05-27
current
pecos_ownership
LEENDERTS, BONNIE
CORPORATE OFFICER
—
2018-01-01
current
pecos_ownership
PALISADE LUTHERAN
DIRECT OWNERSHIP INTEREST
—
2023-04-01
current
pecos_ownership
PETTERSON, JEFF
CORPORATE OFFICER
—
2018-01-01
current
pecos_ownership
POPE & CONNER CONSULTING INC
ADP OF THE SNF
—
2021-01-01
current
pecos_ownership
THONE, JENNIFER
ADP OF THE SNF
—
2019-02-01
current
pecos_ownership
THONE, JENNIFER
OPERATIONAL/MANAGERIAL CONTROL
—
2021-05-27
current
pecos_ownership
WESTPHAL, CATHERINE
CORPORATE OFFICER
—
2019-02-01
current
pecos_ownership
WIPFLI LLP
ADP OF THE SNF
—
2023-09-01
current
pecos_ownership
ELI RIPLEY
CORPORATE DIRECTOR
100%
2018-05-07
ended 2026-05-18
pecos_ownership
ALEX DYSTHE
W-2 MANAGING EMPLOYEE
—
2016-05-20
ended 2026-05-18
pecos_ownership
BRENDA BEYER
CORPORATE OFFICER
—
2016-02-01
ended 2026-05-18
pecos_ownership
CATHERINE WESTPHAL
CORPORATE OFFICER
—
2017-02-01
ended 2026-05-18
pecos_ownership
CATHY BRYAN
CORPORATE OFFICER
—
2017-02-01
ended 2026-05-18
pecos_ownership
GREGORY SPATH
CORPORATE OFFICER
—
2011-02-01
ended 2026-05-18
pecos_ownership
JO ELLEN BENSON
CORPORATE OFFICER
—
2017-02-01
ended 2026-05-18
pecos_ownership
LINDA HENGEVELD
CORPORATE OFFICER
—
2016-02-01
ended 2026-05-18
pecos_ownership
TRACY GAYER
CORPORATE OFFICER
—
2009-02-01
ended 2026-05-18
pecos_ownership
VAL SAARLOOS
CORPORATE OFFICER
—
2017-02-01
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
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
31
Geo
Kind
BR
Amount
As of
Source
county 27133
fmr
0
$727
2025-10-01
HUD_USER_FMR
county 27133
acs median gross
1
$406
2024-12-31
CENSUS_ACS5
county 27133
fmr
1
$742
2025-10-01
HUD_USER_FMR
county 27133
acs median gross
2
$701
2024-12-31
CENSUS_ACS5
county 27133
fmr
2
$973
2025-10-01
HUD_USER_FMR
county 27133
acs median gross
3
$1,074
2024-12-31
CENSUS_ACS5
county 27133
fmr
3
$1,353
2025-10-01
HUD_USER_FMR
county 27133
acs median gross
4
$1,065
2024-12-31
CENSUS_ACS5
county 27133
fmr
4
$1,357
2025-10-01
HUD_USER_FMR
county 27133
acs median gross
$698
2024-12-31
CENSUS_ACS5
county 27133
acs recent mover gross
$643
2024-12-31
CENSUS_ACS5
zcta 56138
acs median gross
1
$682
2024-12-31
CENSUS_ACS5
zcta 56138
acs median gross
2
$933
2024-12-31
CENSUS_ACS5
zcta 56138
acs median gross
3
$1,081
2024-12-31
CENSUS_ACS5
zcta 56138
acs median gross
4
$1,089
2024-12-31
CENSUS_ACS5
zcta 56138
acs median gross
$962
2024-12-31
CENSUS_ACS5
zip 56138
payment standard 110
0
$891
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 90
0
$729
2025-10-01
HUD_USER_SAFMR
zip 56138
safmr
0
$810
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 110
1
$913
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 90
1
$747
2025-10-01
HUD_USER_SAFMR
zip 56138
safmr
1
$830
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 110
2
$1,199
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 90
2
$981
2025-10-01
HUD_USER_SAFMR
zip 56138
safmr
2
$1,090
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 110
3
$1,672
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 90
3
$1,368
2025-10-01
HUD_USER_SAFMR
zip 56138
safmr
3
$1,520
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 110
4
$1,672
2025-10-01
HUD_USER_SAFMR
zip 56138
payment standard 90
4
$1,368
2025-10-01
HUD_USER_SAFMR
zip 56138
safmr
4
$1,520
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.