Reads as: riskier than 97.9% 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
11.9
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.
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
3.83
2.67
3.28
2.90–3.77
RN
0.42
0.24
0.39
0.25–0.58
Weekend total
3.81
2.56
3.11
—
Weekday total
3.84
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
37.0
3.83
0.42
1.05
2.36
3.81
3.8%
2025Q3
92
32.0
3.87
0.30
1.28
2.29
3.82
11.0%
2025Q2
91
28.8
3.94
0.31
1.26
2.37
3.89
2.2%
2025Q1
90
32.0
3.72
0.26
1.25
2.21
3.88
2.5%
2024Q4
92
30.5
3.77
0.32
1.15
2.30
3.87
1.5%
2024Q3
92
32.7
3.72
0.36
1.13
2.23
3.81
2.1%
2024Q2
91
32.2
3.59
0.36
1.05
2.17
3.71
8.8%
2024Q1
91
33.1
3.79
0.52
1.04
2.23
3.81
12.3%
2023Q4
92
33.5
3.55
0.42
1.00
2.13
3.58
2.5%
2023Q3
92
31.8
3.27
0.56
1.01
1.71
3.17
3.7%
2023Q2
91
34.0
3.12
0.34
1.06
1.72
3.08
8.3%
2023Q1
90
34.7
2.92
0.36
1.00
1.56
2.73
3.4%
2022Q4
92
33.9
3.25
0.17
1.25
1.82
3.11
4.8%
2022Q3
92
37.2
3.21
0.01
1.31
1.89
3.25
13.5%
2022Q2
91
39.6
3.30
0.13
1.20
1.97
3.20
2.4%
2022Q1
90
39.3
3.27
0.23
0.99
2.06
3.28
1.6%
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.
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
D
2026-03-05
2024-11-07
Health
F0694
Provide for the safe, appropriate administration of IV fluids for a resident when needed.
E
2024-11-08
2024-11-07
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2024-11-08
2024-11-07
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2024-11-08
2024-11-07
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.
E
2024-11-14
2024-11-07
Health
F0806
Ensure each resident receives and the facility provides food that accommodates resident allergies, intolerances, and preferences, as well as appealing options.
D
2024-11-08
2024-11-07
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2024-11-08
2024-11-07
Health
F0880
Provide and implement an infection prevention and control program.
E
2024-11-08
2024-07-18
Health · complaint
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2024-07-19
2024-07-18
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
D
2024-07-19
2024-04-01
Health · complaint
F0607
Develop and implement policies and procedures to prevent abuse, neglect, and theft.
D
2024-04-24
2024-04-01
Health · complaint
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.
E
2024-04-24
2024-02-01
Health · complaint
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2024-02-22
2023-12-15
Health · complaint
F0580
Immediately tell the resident, the resident's doctor, and a family member of situations (injury/decline/room, etc.) that affect the resident.
J
2024-01-05
2023-12-15
Health · complaint
F0600
Protect each resident from all types of abuse such as physical, mental, sexual abuse, physical punishment, and neglect by anybody.
J
2024-01-05
2023-12-15
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
J
2024-01-05
2023-12-15
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2024-01-05
2023-12-15
Health · complaint
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
2024-01-05
2023-10-12
Health
F0655
Create and put into place a plan for meeting the resident's most immediate needs within 48 hours of being admitted
D
2023-09-30
2023-10-12
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2023-11-30
2023-10-12
Health
F0880
Provide and implement an infection prevention and control program.
D
2023-11-30
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
52
Owner
Role
Pct
From
Status
Source
BRYANT IRV REAL ESTATE INVESTORS
Individual has financial interest in both related organization and provider
100%
2023-10-01
current
hcris_a_8_1
BRYANT IRV REAL ESTATE INVESTORS
Individual has financial interest in both related organization and provider
100%
2022-10-01
current
hcris_a_8_1
CONSTRUCTIION ENT
Individual has financial interest in both related organization and provider
100%
2022-10-01
current
hcris_a_8_1
CONSTRUCTION ENT
Individual has financial interest in both related organization and provider
100%
2023-10-01
current
hcris_a_8_1
ABUBAKAR, BARIRA
MANAGING CONTROL - GOVERNING BODY
—
2023-05-02
current
pecos_ownership
BRYANT IRVIN MEDICAL INVESTORS, LLC
—
—
2026-01-01
current
tx_hhsc_directory
BUTNER, NANCY
MANAGING CONTROL - GOVERNING BODY
—
2018-09-16
current
pecos_ownership
CROSS, CINDY
CORPORATE OFFICER
—
1997-01-01
current
pecos_ownership
DAVIDSON, SARAH
OPERATIONAL/MANAGERIAL CONTROL
—
2025-02-24
current
pecos_ownership
DAVIDSON, SARAH
ADP OF THE SNF
—
2025-03-24
current
pecos_ownership
DEVELOPERS INVESTMENT COMPANY INC
OPERATIONAL/MANAGERIAL CONTROL
—
2006-06-14
current
pecos_ownership
DEVELOPERS INVESTMENT COMPANY INC
DIRECT OWNERSHIP INTEREST
—
1994-03-10
current
pecos_ownership
FLETCHER, TODD
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-13
current
pecos_ownership
HENRY, TERRY
CORPORATE OFFICER
—
1999-08-16
current
pecos_ownership
LAY, LISA
CORPORATE DIRECTOR
—
2017-04-24
current
pecos_ownership
LAY, LISA
CORPORATE OFFICER
—
2018-02-09
current
pecos_ownership
LE, QUANG
ADP OF THE SNF
—
2025-03-24
current
pecos_ownership
LE, QUANG
OPERATIONAL/MANAGERIAL CONTROL
—
2010-10-01
current
pecos_ownership
LIFE CARE CENTERS OF AMERICA, INC
—
—
2026-01-01
current
tx_hhsc_directory
LIFE CARE CENTERS OF AMERICA, INC.
ADP OF THE SNF
—
2025-02-27
current
pecos_ownership
LIFE CARE CENTERS OF AMERICA, INC.
OPERATIONAL/MANAGERIAL CONTROL
—
1997-01-01
current
pecos_ownership
PRESTON, AUBREY
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-13
current
pecos_ownership
PRESTON, FORREST
ADP OF THE SNF
—
2005-01-18
current
pecos_ownership
PRESTON, FORREST
INDIRECT OWNERSHIP INTEREST
—
1994-03-10
current
pecos_ownership
SWANKER, RICHARD
CORPORATE DIRECTOR
—
2022-01-01
current
pecos_ownership
SWANKER, RICHARD
CORPORATE OFFICER
—
2011-04-01
current
pecos_ownership
THURMOND, JOAN
CORPORATE OFFICER
—
2000-09-22
current
pecos_ownership
ZIEGLER, JAMES
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-13
current
pecos_ownership
BRYANT IRV REAL ESTATE INVESTORS
Individual has financial interest in both related organization and provider
100%
2021-10-01
ended 2022-09-30
hcris_a_8_1
BRYANT IRV REAL ESTATE INVESTORS
Individual has financial interest in both related organization and provider
100%
2019-10-01
ended 2020-09-30
hcris_a_8_1
BRYANT IRV REAL ESTATE INVESTORS
Individual has financial interest in both related organization and provider
100%
2020-10-01
ended 2021-09-30
hcris_a_8_1
CONSTRUCTION ENT
Individual has financial interest in both related organization and provider
100%
2021-10-01
ended 2022-09-30
hcris_a_8_1
CONSTRUCTION ENT
Individual has financial interest in both related organization and provider
100%
2020-10-01
ended 2021-09-30
hcris_a_8_1
CONSTRUCTION ENT.
Individual has financial interest in both related organization and provider
100%
2019-10-01
ended 2020-09-30
hcris_a_8_1
FORREST PRESTON
DIRECT OWNERSHIP INTEREST
99%
1994-03-10
ended 2026-05-18
pecos_ownership
AUBREY PRESTON
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-13
ended 2026-05-18
pecos_ownership
BARIRA ABUBAKAR
OPERATIONAL/MANAGERIAL CONTROL
—
2023-05-02
ended 2026-05-18
pecos_ownership
CINDY CROSS
CORPORATE OFFICER
—
1997-01-01
ended 2026-05-18
pecos_ownership
FORREST PRESTON
ADP OF THE SNF
—
2005-01-18
ended 2026-05-18
pecos_ownership
JAMES ZIEGLER
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-13
ended 2026-05-18
pecos_ownership
JOAN THURMOND
CORPORATE OFFICER
—
2000-09-22
ended 2026-05-18
pecos_ownership
LISA LAY
CORPORATE OFFICER
—
2018-02-09
ended 2026-05-18
pecos_ownership
LISA LAY
CORPORATE DIRECTOR
—
2017-04-24
ended 2026-05-18
pecos_ownership
NANCY BUTNER
MANAGING CONTROL - GOVERNING BODY
—
2018-09-16
ended 2026-05-18
pecos_ownership
QUANG LE
OPERATIONAL/MANAGERIAL CONTROL
—
2010-10-01
ended 2026-05-18
pecos_ownership
QUANG LE
ADP OF THE SNF
—
2025-03-24
ended 2026-05-18
pecos_ownership
RICHARD SWANKER
CORPORATE DIRECTOR
—
2022-01-01
ended 2026-05-18
pecos_ownership
RICHARD SWANKER
CORPORATE OFFICER
—
2011-04-01
ended 2026-05-18
pecos_ownership
SARAH DAVIDSON
MANAGING CONTROL - GOVERNING BODY
—
2025-02-24
ended 2026-05-18
pecos_ownership
SARAH DAVIDSON
ADP OF THE SNF
—
2025-03-24
ended 2026-05-18
pecos_ownership
TERRY HENRY
CORPORATE OFFICER
—
1999-08-16
ended 2026-05-18
pecos_ownership
TODD FLETCHER
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-13
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
5
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-09-30
$981,609
$215,745
—
—
$277,689
8
propco
2023-09-30
$1,093,957
$229,337
—
—
$352,035
8
propco
2022-09-30
$1,257,453
$250,771
—
—
$462,340
8
propco
2021-09-30
$1,412,403
$251,671
—
—
$532,025
7
propco
2020-09-30
$1,363,482
$240,206
$287,137
—
$12,304
7
propco
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
35
Geo
Kind
BR
Amount
As of
Source
county 48439
acs median gross
0
$1,316
2024-12-31
CENSUS_ACS5
county 48439
fmr
0
$1,427
2025-10-01
HUD_USER_FMR
county 48439
acs median gross
1
$1,287
2024-12-31
CENSUS_ACS5
county 48439
fmr
1
$1,473
2025-10-01
HUD_USER_FMR
county 48439
acs median gross
2
$1,576
2024-12-31
CENSUS_ACS5
county 48439
fmr
2
$1,723
2025-10-01
HUD_USER_FMR
county 48439
acs median gross
3
$1,885
2024-12-31
CENSUS_ACS5
county 48439
fmr
3
$2,273
2025-10-01
HUD_USER_FMR
county 48439
acs median gross
4
$2,359
2024-12-31
CENSUS_ACS5
county 48439
fmr
4
$2,815
2025-10-01
HUD_USER_FMR
county 48439
acs median gross
5
$2,682
2024-12-31
CENSUS_ACS5
county 48439
acs median gross
$1,547
2024-12-31
CENSUS_ACS5
county 48439
acs recent mover gross
$1,700
2024-12-31
CENSUS_ACS5
zcta 76132
acs median gross
0
$1,177
2024-12-31
CENSUS_ACS5
zcta 76132
acs median gross
1
$1,236
2024-12-31
CENSUS_ACS5
zcta 76132
acs median gross
2
$1,666
2024-12-31
CENSUS_ACS5
zcta 76132
acs median gross
3
$2,033
2024-12-31
CENSUS_ACS5
zcta 76132
acs median gross
4
$2,697
2024-12-31
CENSUS_ACS5
zcta 76132
acs median gross
$1,406
2024-12-31
CENSUS_ACS5
zcta 76132
acs recent mover gross
$1,228
2024-12-31
CENSUS_ACS5
zip 76132
payment standard 110
0
$1,716
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 90
0
$1,404
2025-10-01
HUD_USER_SAFMR
zip 76132
safmr
0
$1,560
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 110
1
$1,782
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 90
1
$1,458
2025-10-01
HUD_USER_SAFMR
zip 76132
safmr
1
$1,620
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 110
2
$2,079
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 90
2
$1,701
2025-10-01
HUD_USER_SAFMR
zip 76132
safmr
2
$1,890
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 110
3
$2,739
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 90
3
$2,241
2025-10-01
HUD_USER_SAFMR
zip 76132
safmr
3
$2,490
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 110
4
$3,399
2025-10-01
HUD_USER_SAFMR
zip 76132
payment standard 90
4
$2,781
2025-10-01
HUD_USER_SAFMR
zip 76132
safmr
4
$3,090
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.