Reads as: riskier than 65.8% 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
5
Kind
Finding
Signal
Subject
First seen
connection
Owner spans multiple chains
47 chains
FORVIS MAZARS LLP
251 facilities
connection
Owner spans multiple chains
15 chains
CIBC BANK USA
155 facilities
connection
Buyer assembling a chain (5+ takeovers/24mo)
6 facilities
WINNIE-STOWELL HOSPITAL DISTRICT
6 facilities
connection
Owner fleet enforcement cluster
46% fined
MURRELL EDWARD
76 facilities
connection
Owner fleet enforcement cluster
40% fined
SANDERS JAMES
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 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
TX median
National median
National p25–p75
Total nurse
2.89
2.67
3.28
2.90–3.77
RN
0.18
0.24
0.39
0.25–0.58
Weekend total
2.56
2.56
3.11
—
Weekday total
3.02
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
108.3
2.89
0.18
1.06
1.65
2.56
0.0%
2025Q3
92
112.0
2.75
0.16
1.03
1.56
2.46
0.0%
2025Q2
91
109.9
2.78
0.14
1.01
1.64
2.50
0.0%
2025Q1
90
111.5
2.76
0.13
0.96
1.68
2.55
0.0%
2024Q4
92
117.7
2.69
0.17
0.88
1.64
2.39
0.0%
2024Q3
92
109.0
2.86
0.21
0.94
1.71
2.48
0.0%
2024Q2
91
107.5
2.79
0.25
1.00
1.54
2.39
0.0%
2024Q1
91
103.1
2.84
0.24
0.96
1.64
2.56
0.0%
2023Q4
92
107.0
2.77
0.25
0.99
1.53
2.45
0.0%
2023Q3
92
111.6
2.70
0.25
0.96
1.48
2.42
0.1%
2023Q2
91
107.1
2.69
0.25
1.01
1.43
2.31
0.0%
2023Q1
90
105.2
2.73
0.26
1.02
1.45
2.39
0.0%
2022Q4
92
108.3
2.62
0.28
0.89
1.45
2.25
0.0%
2022Q3
92
104.6
2.80
0.24
1.00
1.57
2.47
0.0%
2022Q2
91
102.5
2.87
0.31
0.90
1.65
2.47
0.0%
2022Q1
90
102.0
2.99
0.35
0.97
1.67
2.60
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.
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
E
2025-07-10
2025-07-09
Health
F0641
Ensure each resident receives an accurate assessment.
D
2025-07-10
2025-07-09
Health
F0677
Provide care and assistance to perform activities of daily living for any resident who is unable.
D
2025-07-10
2025-07-09
Health
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
D
2025-07-10
2025-07-09
Health
F0805
Ensure each resident receives and the facility provides food prepared in a form designed to meet individual needs.
D
2025-07-10
2025-07-09
Health
F0880
Provide and implement an infection prevention and control program.
E
2025-07-10
2025-05-28
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2025-06-15
2025-03-19
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
J
2025-03-20
2024-06-19
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
2024-07-05
2024-06-19
Health
F0636
Assess the resident completely in a timely manner when first admitted, and then periodically, at least every 12 months.
D
2024-07-05
2024-06-19
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
E
2024-07-05
2024-06-19
Health
F0693
Ensure that feeding tubes are not used unless there is a medical reason and the resident agrees; and provide appropriate care for a resident with a feeding tube.
D
2024-07-05
2024-06-19
Health · complaint
F0732
Post nurse staffing information every day.
C
2024-07-05
2024-06-19
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2024-07-05
2024-06-19
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2024-07-05
2024-06-19
Health · complaint
F0908
Keep all essential equipment working safely.
D
2024-07-05
2024-06-19
Health
F0919
Make sure that a working call system is available in each resident's bathroom and bathing area.
D
2024-07-05
2024-06-19
Health
F0925
Make sure there is a pest control program to prevent/deal with mice, insects, or other pests.
E
2024-07-05
2023-04-19
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
2023-05-05
2023-04-19
Health
F0690
Provide appropriate care for residents who are continent or incontinent of bowel/bladder, appropriate catheter care, and appropriate care to prevent urinary tract infections.
D
2023-05-05
2023-04-19
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
2023-05-05
2023-04-19
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2023-05-05
2023-04-19
Health
F0926
Have policies on smoking.
E
2023-05-05
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
53
Owner
Role
Pct
From
Status
Source
BALSAMO, KRYSTAL
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
BENAVIDES, RHONDA
OPERATIONAL/MANAGERIAL CONTROL
—
2001-08-20
current
pecos_ownership
CASPER, ANDREA
OPERATIONAL/MANAGERIAL CONTROL
—
2022-08-30
current
pecos_ownership
CIBC BANK USA
OPERATIONAL/MANAGERIAL CONTROL
—
2021-04-01
current
pecos_ownership
CIBC BANK USA
5% OR GREATER DIRECT OWNERSHIP INTEREST
—
2018-04-01
current
pecos_ownership
CULP, ROLAND
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
DASPIT, LAURENCE
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
DOHN, WILLIAM
ADP OF THE SNF
—
2018-04-01
current
pecos_ownership
FORVIS MAZARS LLP
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
HMG PARK MANOR OF WILLOWBROOK LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2020-01-01
current
pecos_ownership
HMG PARK MANOR OF WILLOWBROOK, LLC
—
—
2026-01-01
current
tx_hhsc_directory
HMG PARTNERS II LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2020-01-01
current
pecos_ownership
LINDEMANN, CAREY
ADP OF THE SNF
—
2018-04-01
current
pecos_ownership
MURRELL, EDWARD
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
MURRELL, EDWARD
CORPORATE OFFICER
—
2012-11-01
current
pecos_ownership
PICO, ANA
ADP OF THE SNF
—
2018-04-01
current
pecos_ownership
PRINCE, DEREK
INDIVIDUAL IS AN OWNER, PARTNER OR TRUSTEE OF ANY ADP OF THE SNF
—
2025-09-12
current
pecos_ownership
PRINCE, DEREK
ADP OF THE SNF
—
2018-04-01
current
pecos_ownership
REINARZ, CHRISTIAN
ADP OF THE SNF
—
2018-04-01
current
pecos_ownership
ROLLO, JEFFERY
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
ROLLO, JEFFERY
CORPORATE OFFICER
—
2012-11-01
current
pecos_ownership
SANDERS, JAMES
OPERATIONAL/MANAGERIAL CONTROL
—
2023-04-03
current
pecos_ownership
STANBRIDGE, NORMA
ADP OF THE SNF
—
2018-04-01
current
pecos_ownership
STRAMECKI, ANTHONY
CORPORATE DIRECTOR
—
2016-11-01
current
pecos_ownership
STRAMECKI, ANTHONY
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
VRATIS, KACEY
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
WAY, GEORGE
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
current
pecos_ownership
WAY, GEORGE
CORPORATE DIRECTOR
—
2005-06-27
current
pecos_ownership
WINNIESTOWELL HOSPITAL DISTRICT
—
—
2026-01-01
current
tx_hhsc_directory
ZIONS BANCORPORATION
OPERATIONAL/MANAGERIAL CONTROL
—
2021-04-01
current
pecos_ownership
ZIONS BANCORPORATION
5% OR GREATER DIRECT OWNERSHIP INTEREST
—
2018-04-01
current
pecos_ownership
ANTHONY STRAMECKI
CORPORATE DIRECTOR
100%
2016-11-01
ended 2026-05-18
pecos_ownership
EDWARD MURRELL
CORPORATE OFFICER
100%
2012-11-01
ended 2026-05-18
pecos_ownership
GEORGE WAY
CORPORATE DIRECTOR
100%
2005-06-27
ended 2026-05-18
pecos_ownership
JEFFERY ROLLO
CORPORATE OFFICER
100%
2012-11-01
ended 2026-05-18
pecos_ownership
ANA PICO
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2018-04-01
ended 2026-05-18
pecos_ownership
DEREK PRINCE
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2018-04-01
ended 2026-05-18
pecos_ownership
LAURENCE DASPIT
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2018-04-01
ended 2026-05-18
pecos_ownership
ROLAND CULP
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2018-04-01
ended 2026-05-18
pecos_ownership
WINNIE-STOWELL HOSPITAL DISTRICT
5% OR GREATER DIRECT OWNERSHIP INTEREST
0%
2018-04-01
ended 2026-05-18
pecos_ownership
ANDREA CASPER
ADP OF THE SNF
—
2022-08-30
ended 2026-05-18
pecos_ownership
ANTHONY STRAMECKI
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
ended 2026-05-18
pecos_ownership
CAREY LINDEMANN
ADP OF THE SNF
—
2018-04-01
ended 2026-05-18
pecos_ownership
CHRISTIAN REINARZ
ADP OF THE SNF
—
2018-04-01
ended 2026-05-18
pecos_ownership
EDWARD MURRELL
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
ended 2026-05-18
pecos_ownership
GEORGE WAY
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
ended 2026-05-18
pecos_ownership
JAMES SANDERS
OPERATIONAL/MANAGERIAL CONTROL
—
2023-04-03
ended 2026-05-18
pecos_ownership
JEFFERY ROLLO
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
ended 2026-05-18
pecos_ownership
KACEY VRATIS
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
ended 2026-05-18
pecos_ownership
KRYSTAL BALSAMO
ADP OF THE SNF
—
2018-04-01
ended 2026-05-18
pecos_ownership
NORMA STANBRIDGE
ADP OF THE SNF
—
2018-04-01
ended 2026-05-18
pecos_ownership
RHONDA BENAVIDES
ADP OF THE SNF
—
2001-08-20
ended 2026-05-18
pecos_ownership
WILLIAM DOHN
OPERATIONAL/MANAGERIAL CONTROL
—
2018-04-01
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.
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
34
Geo
Kind
BR
Amount
As of
Source
county 48347
acs median gross
0
$770
2024-12-31
CENSUS_ACS5
county 48347
fmr
0
$850
2025-10-01
HUD_USER_FMR
county 48347
acs median gross
1
$823
2024-12-31
CENSUS_ACS5
county 48347
fmr
1
$893
2025-10-01
HUD_USER_FMR
county 48347
acs median gross
2
$995
2024-12-31
CENSUS_ACS5
county 48347
fmr
2
$1,067
2025-10-01
HUD_USER_FMR
county 48347
acs median gross
3
$1,159
2024-12-31
CENSUS_ACS5
county 48347
fmr
3
$1,279
2025-10-01
HUD_USER_FMR
county 48347
acs median gross
4
$1,121
2024-12-31
CENSUS_ACS5
county 48347
fmr
4
$1,696
2025-10-01
HUD_USER_FMR
county 48347
acs median gross
$965
2024-12-31
CENSUS_ACS5
county 48347
acs recent mover gross
$1,031
2024-12-31
CENSUS_ACS5
zcta 75965
acs median gross
0
$694
2024-12-31
CENSUS_ACS5
zcta 75965
acs median gross
1
$872
2024-12-31
CENSUS_ACS5
zcta 75965
acs median gross
2
$1,008
2024-12-31
CENSUS_ACS5
zcta 75965
acs median gross
3
$1,234
2024-12-31
CENSUS_ACS5
zcta 75965
acs median gross
4
$2,018
2024-12-31
CENSUS_ACS5
zcta 75965
acs median gross
$968
2024-12-31
CENSUS_ACS5
zcta 75965
acs recent mover gross
$1,080
2024-12-31
CENSUS_ACS5
zip 75965
payment standard 110
0
$913
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 90
0
$747
2025-10-01
HUD_USER_SAFMR
zip 75965
safmr
0
$830
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 110
1
$957
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 90
1
$783
2025-10-01
HUD_USER_SAFMR
zip 75965
safmr
1
$870
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 110
2
$1,144
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 90
2
$936
2025-10-01
HUD_USER_SAFMR
zip 75965
safmr
2
$1,040
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 110
3
$1,375
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 90
3
$1,125
2025-10-01
HUD_USER_SAFMR
zip 75965
safmr
3
$1,250
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 110
4
$1,815
2025-10-01
HUD_USER_SAFMR
zip 75965
payment standard 90
4
$1,485
2025-10-01
HUD_USER_SAFMR
zip 75965
safmr
4
$1,650
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.