Reads as: riskier than 78.2% 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
4 chains
MONTGOMERY DAVID
5 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.
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.
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
5
D × 1F × 4
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2026-03-03
Health
F0640
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
F
2026-03-25
2026-03-03
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2026-02-26
2026-03-03
Health
F0836
Ensure the facility is licensed under applicable State and local law and operates and provides services in compliance with all applicable Federal, State, and local laws, regulations, and codes, and with accepted professional standards.
D
2026-03-19
2024-08-08
Health
F0881
Implement a program that monitors antibiotic use.
F
2024-09-30
2024-08-08
Health
F0940
Develop, implement, and/or maintain an effective training program for all new and existing staff members.
F
2024-09-30
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
47
Owner
Role
Pct
From
Status
Source
BALKEMA, BRUCE
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
BELANUS, JOHN
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
CHRISTIAN HEALTH CARE CENTER
OPERATIONAL/MANAGERIAL CONTROL
—
2022-10-03
current
pecos_ownership
CUSACK, BEVERLY
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
DE SCLAFANI, JOHN
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
DEBEL, RICK
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
DEYOUNG, SANDRA
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
DUMKE, STEPHEN
OPERATIONAL/MANAGERIAL CONTROL
—
2025-01-01
current
pecos_ownership
DYKHOUSE, THOMAS
OPERATIONAL/MANAGERIAL CONTROL
—
2023-10-04
current
pecos_ownership
GORTER, ROD
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
GRIMM, DANIEL
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
HOLLAND, JULIE
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
KING, DEBORAH
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
KUIKEN, MATTHEW
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
LYMAN, PAUL
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
MONTGOMERY, DAVID
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
SHOTMEYER, AMY
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
STOCKER, BERYL
ADP OF THE SNF
—
2023-11-17
current
pecos_ownership
STRUYK, DOUGLAS
CORPORATE OFFICER
—
2023-10-04
current
pecos_ownership
SVENSSON, ERIK
ADP OF THE SNF
—
2025-12-12
current
pecos_ownership
TOKARSKI, JULIE
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
VAN DYK, ELIZABETH
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
current
pecos_ownership
VANORDEN, ANDREW
ADP OF THE SNF
—
2023-12-11
current
pecos_ownership
VRIESEMA, CHARLOTTE
CORPORATE OFFICER
—
2024-03-07
current
pecos_ownership
AMY SHOTMEYER
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
ANDREW VANORDEN
ADP OF THE SNF
—
2023-12-11
ended 2026-05-18
pecos_ownership
BERYL STOCKER
OPERATIONAL/MANAGERIAL CONTROL
—
2023-11-17
ended 2026-05-18
pecos_ownership
BEVERLY CUSACK
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
BRUCE BALKEMA
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
CHARLOTTE VRIESEMA
CORPORATE OFFICER
—
2024-03-07
ended 2026-05-18
pecos_ownership
DANIEL GRIMM
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
DAVID MONTGOMERY
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
DEBORAH KING
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
DOUGLAS STRUYK
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
ELIZABETH VAN DYK
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
ERIK SVENSSON
ADP OF THE SNF
—
2025-12-12
ended 2026-05-18
pecos_ownership
JOHN BELANUS
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
JOHN DE SCLAFANI
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
JULIE HOLLAND
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
JULIE TOKARSKI
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
MATTHEW KUIKEN
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
PAUL LYMAN
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
RICK DEBEL
CORPORATE OFFICER
—
2023-10-04
ended 2026-05-18
pecos_ownership
ROD GORTER
OPERATIONAL/MANAGERIAL CONTROL
—
2024-08-01
ended 2026-05-18
pecos_ownership
SANDRA DEYOUNG
OPERATIONAL/MANAGERIAL CONTROL
—
2023-10-04
ended 2026-05-18
pecos_ownership
STEPHEN DUMKE
OPERATIONAL/MANAGERIAL CONTROL
—
2025-01-01
ended 2026-05-18
pecos_ownership
THOMAS DYKHOUSE
CORPORATE OFFICER
—
2023-10-04
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
33
Geo
Kind
BR
Amount
As of
Source
county 34031
acs median gross
0
$1,057
2024-12-31
CENSUS_ACS5
county 34031
fmr
0
$1,778
2025-10-01
HUD_USER_FMR
county 34031
acs median gross
1
$1,362
2024-12-31
CENSUS_ACS5
county 34031
fmr
1
$2,024
2025-10-01
HUD_USER_FMR
county 34031
acs median gross
2
$1,663
2024-12-31
CENSUS_ACS5
county 34031
fmr
2
$2,324
2025-10-01
HUD_USER_FMR
county 34031
acs median gross
3
$1,869
2024-12-31
CENSUS_ACS5
county 34031
fmr
3
$2,835
2025-10-01
HUD_USER_FMR
county 34031
acs median gross
4
$2,191
2024-12-31
CENSUS_ACS5
county 34031
fmr
4
$3,618
2025-10-01
HUD_USER_FMR
county 34031
acs median gross
5
$2,154
2024-12-31
CENSUS_ACS5
county 34031
acs median gross
$1,621
2024-12-31
CENSUS_ACS5
county 34031
acs recent mover gross
$1,888
2024-12-31
CENSUS_ACS5
zcta 07508
acs median gross
1
$1,492
2024-12-31
CENSUS_ACS5
zcta 07508
acs median gross
2
$1,678
2024-12-31
CENSUS_ACS5
zcta 07508
acs median gross
3
$2,187
2024-12-31
CENSUS_ACS5
zcta 07508
acs median gross
$1,739
2024-12-31
CENSUS_ACS5
zcta 07508
acs recent mover gross
$1,993
2024-12-31
CENSUS_ACS5
zip 07508
payment standard 110
0
$1,936
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 90
0
$1,584
2025-10-01
HUD_USER_SAFMR
zip 07508
safmr
0
$1,760
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 110
1
$2,200
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 90
1
$1,800
2025-10-01
HUD_USER_SAFMR
zip 07508
safmr
1
$2,000
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 110
2
$2,530
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 90
2
$2,070
2025-10-01
HUD_USER_SAFMR
zip 07508
safmr
2
$2,300
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 110
3
$3,091
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 90
3
$2,529
2025-10-01
HUD_USER_SAFMR
zip 07508
safmr
3
$2,810
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 110
4
$3,938
2025-10-01
HUD_USER_SAFMR
zip 07508
payment standard 90
4
$3,222
2025-10-01
HUD_USER_SAFMR
zip 07508
safmr
4
$3,580
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.