Reads as: riskier than 99.9% 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
anomaly
Top-decile risk vs 4–5 star rating
13.9
this facility
2026-07-29
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.
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
3
2023Q1 HPRD
This facility
IL median
National median
National p25–p75
Total nurse
10.58
3.13
3.28
2.90–3.77
RN
5.58
0.49
0.39
0.25–0.58
Weekend total
10.65
2.93
3.11
—
Weekday total
10.55
3.23
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2023Q1
90
4.6
10.58
5.58
0.00
5.00
10.65
0.0%
2022Q4
92
4.7
9.80
5.15
0.00
4.65
9.62
0.0%
2022Q1
90
4.4
11.42
6.13
0.71
4.58
10.06
0.0%
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.
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
0
No deficiencies on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
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
55
Owner
Role
Pct
From
Status
Source
MERCY HEALTH CORPORATION
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2015-01-01
current
pecos_ownership
AREVALO, CARLOS
CORPORATE DIRECTOR
—
2024-10-16
current
pecos_ownership
BEA, JAVON
CORPORATE DIRECTOR
—
—
current
pecos_ownership
BEA, JAVON
INDIVIDUAL IS AN OWNER, PARTNER OR TRUSTEE OF ANY ADP OF THE SNF
—
2025-05-07
current
pecos_ownership
BENNING, JOANNA
CORPORATE OFFICER
—
2015-03-15
current
pecos_ownership
BRINKERHOFF, ROBERT
CORPORATE OFFICER
—
2024-02-19
current
pecos_ownership
BUDD, THOMAS
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
CRANLEY, EDWARD
CORPORATE OFFICER
—
2014-11-30
current
pecos_ownership
DORSEY, JOHN
CORPORATE OFFICER
—
2012-08-20
current
pecos_ownership
DORSEY, JOHN
ADP OF THE SNF
—
2025-04-29
current
pecos_ownership
DORSEY, JOHN
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-01
current
pecos_ownership
GOELZER, MARK
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
HALLATT, JENNIFER
CORPORATE OFFICER
—
2012-01-01
current
pecos_ownership
JOST, WESLEY
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
KILLPACK, TYLER
CORPORATE OFFICER
—
2023-08-01
current
pecos_ownership
KUS, KATHERINE
ADP OF THE SNF
—
2011-04-11
current
pecos_ownership
KUS, KATHERINE
OPERATIONAL/MANAGERIAL CONTROL
—
2011-04-01
current
pecos_ownership
MALAS, JOSEPH
OPERATIONAL/MANAGERIAL CONTROL
—
2025-06-01
current
pecos_ownership
MERCY HEALTH CORPORATION
ADP OF THE SNF
—
2016-01-01
current
pecos_ownership
OLIA, ALI
CORPORATE OFFICER
—
2021-11-01
current
pecos_ownership
OLSON, BRADLEY
CORPORATE OFFICER
—
2023-09-25
current
pecos_ownership
PALCHES, KATHI
ADP OF THE SNF
—
1999-11-08
current
pecos_ownership
POOL, THOMAS
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
SANKEY, KARA
CORPORATE OFFICER
—
2021-04-01
current
pecos_ownership
SCACCIA, KIMBERLY
CORPORATE OFFICER
—
2020-03-23
current
pecos_ownership
SCHACK, KATHERINE
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
SYVERSON, DAVID
CORPORATE DIRECTOR
—
2016-01-01
current
pecos_ownership
UDY, LADD
CORPORATE OFFICER
—
2018-11-10
current
pecos_ownership
WHITAKER, AMY
CORPORATE OFFICER
—
2022-08-01
current
pecos_ownership
ALI OLIA
CORPORATE OFFICER
0%
2021-11-01
ended 2026-05-18
pecos_ownership
AMY WHITAKER
CORPORATE OFFICER
0%
2022-08-01
ended 2026-05-18
pecos_ownership
BRADLEY OLSON
CORPORATE OFFICER
0%
2023-09-25
ended 2026-05-18
pecos_ownership
DAVID SYVERSON
CORPORATE DIRECTOR
0%
2016-01-01
ended 2026-05-18
pecos_ownership
EDWARD CRANLEY
CORPORATE OFFICER
0%
2014-11-30
ended 2026-05-18
pecos_ownership
JAVON BEA
CORPORATE DIRECTOR
0%
—
ended 2026-05-18
pecos_ownership
JENNIFER HALLATT
CORPORATE OFFICER
0%
2012-01-01
ended 2026-05-18
pecos_ownership
JOANNA BENNING
CORPORATE OFFICER
0%
2015-03-15
ended 2026-05-18
pecos_ownership
JOHN DORSEY
CORPORATE OFFICER
0%
2012-08-20
ended 2026-05-18
pecos_ownership
JOSEPH MALAS
CORPORATE OFFICER
0%
2025-06-01
ended 2026-05-18
pecos_ownership
KARA SANKEY
CORPORATE OFFICER
0%
2021-04-01
ended 2026-05-18
pecos_ownership
KATHERINE SCHACK
CORPORATE DIRECTOR
0%
2016-01-01
ended 2026-05-18
pecos_ownership
KIMBERLY SCACCIA
CORPORATE OFFICER
0%
2020-03-23
ended 2026-05-18
pecos_ownership
LADD UDY
CORPORATE OFFICER
0%
2018-11-10
ended 2026-05-18
pecos_ownership
MARK GOELZER
CORPORATE OFFICER
0%
2016-01-01
ended 2026-05-18
pecos_ownership
ROBERT BRINKERHOFF
CORPORATE OFFICER
0%
2024-02-19
ended 2026-05-18
pecos_ownership
THOMAS BUDD
CORPORATE DIRECTOR
0%
2016-01-01
ended 2026-05-18
pecos_ownership
THOMAS POOL
CORPORATE DIRECTOR
0%
2016-01-01
ended 2026-05-18
pecos_ownership
TYLER KILLPACK
CORPORATE OFFICER
0%
2023-08-01
ended 2026-05-18
pecos_ownership
WESLEY JOST
CORPORATE DIRECTOR
0%
2016-01-01
ended 2026-05-18
pecos_ownership
CARLOS AREVALO
CORPORATE DIRECTOR
—
2024-10-16
ended 2026-05-18
pecos_ownership
JOHN DORSEY
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-01
ended 2026-05-18
pecos_ownership
JOHN DORSEY
ADP OF THE SNF
—
2025-04-29
ended 2026-05-18
pecos_ownership
KATHERINE KUS
OPERATIONAL/MANAGERIAL CONTROL
—
2011-04-01
ended 2026-05-18
pecos_ownership
KATHERINE KUS
CORPORATE DIRECTOR
—
2011-04-11
ended 2026-05-18
pecos_ownership
KATHI PALCHES
ADP OF THE SNF
—
1999-11-08
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
36
Geo
Kind
BR
Amount
As of
Source
county 17201
acs median gross
0
$826
2024-12-31
CENSUS_ACS5
county 17201
fmr
0
$810
2025-10-01
HUD_USER_FMR
county 17201
acs median gross
1
$712
2024-12-31
CENSUS_ACS5
county 17201
fmr
1
$895
2025-10-01
HUD_USER_FMR
county 17201
acs median gross
2
$1,040
2024-12-31
CENSUS_ACS5
county 17201
fmr
2
$1,175
2025-10-01
HUD_USER_FMR
county 17201
acs median gross
3
$1,230
2024-12-31
CENSUS_ACS5
county 17201
fmr
3
$1,555
2025-10-01
HUD_USER_FMR
county 17201
acs median gross
4
$1,252
2024-12-31
CENSUS_ACS5
county 17201
fmr
4
$1,594
2025-10-01
HUD_USER_FMR
county 17201
acs median gross
5
$1,208
2024-12-31
CENSUS_ACS5
county 17201
acs median gross
$1,021
2024-12-31
CENSUS_ACS5
county 17201
acs recent mover gross
$1,101
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
0
$645
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
1
$694
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
2
$971
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
3
$1,166
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
4
$1,246
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
5
$1,356
2024-12-31
CENSUS_ACS5
zcta 61103
acs median gross
$934
2024-12-31
CENSUS_ACS5
zcta 61103
acs recent mover gross
$840
2024-12-31
CENSUS_ACS5
zip 61103
payment standard 110
0
$847
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 90
0
$693
2025-10-01
HUD_USER_SAFMR
zip 61103
safmr
0
$770
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 110
1
$935
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 90
1
$765
2025-10-01
HUD_USER_SAFMR
zip 61103
safmr
1
$850
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 110
2
$1,221
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 90
2
$999
2025-10-01
HUD_USER_SAFMR
zip 61103
safmr
2
$1,110
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 110
3
$1,617
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 90
3
$1,323
2025-10-01
HUD_USER_SAFMR
zip 61103
safmr
3
$1,470
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 110
4
$1,661
2025-10-01
HUD_USER_SAFMR
zip 61103
payment standard 90
4
$1,359
2025-10-01
HUD_USER_SAFMR
zip 61103
safmr
4
$1,510
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.