Reads as: riskier than 72.8% 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
12
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet risk far above national
+24.6 vs natl
WILLIG ZACHARY
82 facilities
connection
Owner fleet risk far above national
+23.5 vs natl
HUGGINS LINDA
139 facilities
connection
Owner fleet risk far above national
+23.4 vs natl
BLAKE GARY
137 facilities
connection
Owner fleet risk far above national
+23.4 vs natl
BLAKE MALISA
137 facilities
connection
Owner spans multiple chains
15 chains
WILLIG ZACHARY
81 facilities
connection
Owner spans multiple chains
13 chains
BLAKE GARY
137 facilities
connection
Owner spans multiple chains
13 chains
HUGGINS LINDA
139 facilities
connection
Owner spans multiple chains
13 chains
BLAKE MALISA
137 facilities
connection
Owner fleet enforcement cluster
49% fined
BLAKE GARY
137 facilities
connection
Owner fleet enforcement cluster
49% fined
BLAKE MALISA
137 facilities
connection
Owner fleet enforcement cluster
48% fined
HUGGINS LINDA
139 facilities
connection
Owner fleet enforcement cluster
48% fined
WILLIG ZACHARY
82 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
1.72
2.67
3.28
2.90–3.77
RN
0.16
0.24
0.39
0.25–0.58
Weekend total
1.52
2.56
3.11
—
Weekday total
1.80
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
78.2
1.72
0.16
0.67
0.90
1.52
0.0%
2025Q3
92
79.6
1.53
0.13
0.65
0.75
1.61
0.0%
2025Q2
91
81.3
1.66
0.06
0.82
0.78
1.57
0.0%
2025Q1
90
81.2
1.68
0.12
0.81
0.74
1.61
0.0%
2024Q4
92
78.1
1.74
0.15
0.95
0.63
1.60
0.0%
2024Q3
92
74.9
1.74
0.09
0.90
0.76
1.57
0.0%
2024Q2
91
72.8
1.89
0.12
0.87
0.90
1.58
0.0%
2024Q1
91
72.6
1.89
0.12
0.76
1.00
1.69
0.0%
2023Q4
92
72.3
1.88
0.13
0.78
0.97
1.60
0.0%
2023Q3
92
77.9
1.78
0.13
0.72
0.93
1.58
0.0%
2023Q2
91
74.3
1.78
0.17
0.75
0.86
1.62
0.0%
2023Q1
90
68.5
1.71
0.30
0.81
0.61
1.56
0.0%
2022Q4
92
57.3
1.80
0.38
0.78
0.64
1.65
0.0%
2022Q3
92
59.9
2.44
0.39
1.09
0.96
2.21
8.2%
2022Q2
91
73.3
2.65
0.30
1.40
0.95
2.44
22.8%
2022Q1
90
73.4
2.31
0.33
1.11
0.87
2.19
16.9%
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.
Provide and implement an infection prevention and control program.
D
2026-03-26
2025-11-08
Health · complaint
F0844
Follow rules about disclosure of ownership requirements and tell the state agency about changes in ownership and/or administrative personnel.
C
2025-11-09
2025-10-10
Health · complaint
F0600
Protect each resident from all types of abuse such as physical, mental, sexual abuse, physical punishment, and neglect by anybody.
J
2025-09-03
2025-10-10
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
J
2025-09-03
2025-05-23
Health · complaint
F0842
Safeguard resident-identifiable information and/or maintain medical records on each resident that are in accordance with accepted professional standards.
D
2025-06-09
2025-01-22
Health · complaint
F0641
Ensure each resident receives an accurate assessment.
D
2025-01-23
2025-01-22
Health · complaint
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
E
2025-01-23
2024-10-18
Health · complaint
F0607
Develop and implement policies and procedures to prevent abuse, neglect, and theft.
D
2024-10-25
2023-12-07
Health · complaint
F0607
Develop and implement policies and procedures to prevent abuse, neglect, and theft.
D
2024-01-05
2023-12-07
Health
F0655
Create and put into place a plan for meeting the resident's most immediate needs within 48 hours of being admitted
E
2024-01-05
2023-12-07
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
2024-01-05
2023-12-07
Health
F0697
Provide safe, appropriate pain management for a resident who requires such services.
G
2023-12-08
2023-12-07
Health
F0758
Implement gradual dose reductions(GDR) and non-pharmacological interventions, unless contraindicated, prior to initiating or instead of continuing psychotropic medication; and PRN orders for psychotropic medications are only used when the medication is necessary and PRN use is limited.
D
2024-01-05
2023-08-09
Health · complaint
F0609
Timely report suspected abuse, neglect, or theft and report the results of the investigation to proper authorities.
D
2023-08-29
2022-10-25
Health
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
D
2022-11-15
2022-10-25
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2022-11-15
2022-10-25
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2022-11-15
2022-10-25
Health
F0756
Ensure a licensed pharmacist perform a monthly drug regimen review, including the medical chart, following irregularity reporting guidelines in developed policies and procedures.
E
2022-11-15
2022-10-25
Health
F0758
Implement gradual dose reductions(GDR) and non-pharmacological interventions, unless contraindicated, prior to initiating or instead of continuing psychotropic medication; and PRN orders for psychotropic medications are only used when the medication is necessary and PRN use is limited.
E
2022-11-15
2022-10-25
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2022-11-15
2022-10-25
Health
F0880
Provide and implement an infection prevention and control program.
D
2022-11-15
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
29
Owner
Role
Pct
From
Status
Source
COUNTY OF THROCKMORTON
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2022-07-01
current
pecos_ownership
BLAKE, GARY
ADP OF THE SNF
—
2019-01-01
current
pecos_ownership
BLAKE, MALISA
OPERATIONAL/MANAGERIAL CONTROL
—
2019-01-01
current
pecos_ownership
BROCKMAN, GREGORY
MANAGING CONTROL - GOVERNING BODY
—
2021-01-01
current
pecos_ownership
COOK, ROXY
ADP OF THE SNF
—
2025-04-12
current
pecos_ownership
COUNTY OF THROCKMORTON
—
—
2025-06-18
current
tx_hhsc_directory
GOBER, KIRBY
MANAGING CONTROL - GOVERNING BODY
—
2014-06-20
current
pecos_ownership
GRAHAM I ENTERPRISES, LLC
ADP OF THE SNF
—
2025-04-12
current
pecos_ownership
GRAHAM I ENTERPRISES, LLC
—
—
2025-06-18
current
tx_hhsc_directory
GRAHAM I ENTERPRISES, LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2019-01-01
current
pecos_ownership
HIBBITTS, KASEY
MANAGING CONTROL - GOVERNING BODY
—
2020-06-18
current
pecos_ownership
HODGES, CALEB
MANAGING CONTROL - GOVERNING BODY
—
2023-01-01
current
pecos_ownership
HUGGINS, LINDA
CORPORATE DIRECTOR
—
2022-07-01
current
pecos_ownership
MITCHELL, KLAYTON
MANAGING CONTROL - GOVERNING BODY
—
2020-01-31
current
pecos_ownership
PURDY, AARON
ADP OF THE SNF
—
2025-04-12
current
pecos_ownership
WELLS, CASEY
MANAGING CONTROL - GOVERNING BODY
—
2004-05-10
current
pecos_ownership
WILLIG, ZACHARY
CORPORATE DIRECTOR
—
2025-01-01
current
pecos_ownership
GARY BLAKE
OPERATIONAL/MANAGERIAL CONTROL
50%
2019-01-01
ended 2026-05-18
pecos_ownership
MALISA BLAKE
OPERATIONAL/MANAGERIAL CONTROL
50%
2019-01-01
ended 2026-05-18
pecos_ownership
LINDA HUGGINS
CORPORATE DIRECTOR
0%
2022-07-01
ended 2026-05-18
pecos_ownership
ZACHARY WILLIG
CORPORATE DIRECTOR
0%
2025-01-01
ended 2026-05-18
pecos_ownership
AARON PURDY
ADP OF THE SNF
—
2025-04-12
ended 2026-05-18
pecos_ownership
CALEB HODGES
MANAGING CONTROL - GOVERNING BODY
—
2023-01-01
ended 2026-05-18
pecos_ownership
CASEY WELLS
MANAGING CONTROL - GOVERNING BODY
—
2004-05-10
ended 2026-05-18
pecos_ownership
GREGORY BROCKMAN
MANAGING CONTROL - GOVERNING BODY
—
2021-01-01
ended 2026-05-18
pecos_ownership
KASEY HIBBITTS
MANAGING CONTROL - GOVERNING BODY
—
2020-06-18
ended 2026-05-18
pecos_ownership
KIRBY GOBER
CORPORATE OFFICER
—
2014-06-20
ended 2026-05-18
pecos_ownership
KLAYTON MITCHELL
MANAGING CONTROL - GOVERNING BODY
—
2020-01-31
ended 2026-05-18
pecos_ownership
ROXY COOK
ADP OF THE SNF
—
2025-04-12
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
30
Geo
Kind
BR
Amount
As of
Source
county 48503
fmr
0
$756
2025-10-01
HUD_USER_FMR
county 48503
acs median gross
1
$673
2024-12-31
CENSUS_ACS5
county 48503
fmr
1
$761
2025-10-01
HUD_USER_FMR
county 48503
acs median gross
2
$859
2024-12-31
CENSUS_ACS5
county 48503
fmr
2
$998
2025-10-01
HUD_USER_FMR
county 48503
acs median gross
3
$1,241
2024-12-31
CENSUS_ACS5
county 48503
fmr
3
$1,388
2025-10-01
HUD_USER_FMR
county 48503
fmr
4
$1,468
2025-10-01
HUD_USER_FMR
county 48503
acs median gross
$862
2024-12-31
CENSUS_ACS5
county 48503
acs recent mover gross
$1,089
2024-12-31
CENSUS_ACS5
zcta 76450
acs median gross
1
$821
2024-12-31
CENSUS_ACS5
zcta 76450
acs median gross
2
$922
2024-12-31
CENSUS_ACS5
zcta 76450
acs median gross
3
$1,352
2024-12-31
CENSUS_ACS5
zcta 76450
acs median gross
$956
2024-12-31
CENSUS_ACS5
zcta 76450
acs recent mover gross
$1,230
2024-12-31
CENSUS_ACS5
zip 76450
payment standard 110
0
$880
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 90
0
$720
2025-10-01
HUD_USER_SAFMR
zip 76450
safmr
0
$800
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 110
1
$891
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 90
1
$729
2025-10-01
HUD_USER_SAFMR
zip 76450
safmr
1
$810
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 110
2
$1,166
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 90
2
$954
2025-10-01
HUD_USER_SAFMR
zip 76450
safmr
2
$1,060
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 110
3
$1,617
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 90
3
$1,323
2025-10-01
HUD_USER_SAFMR
zip 76450
safmr
3
$1,470
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 110
4
$1,716
2025-10-01
HUD_USER_SAFMR
zip 76450
payment standard 90
4
$1,404
2025-10-01
HUD_USER_SAFMR
zip 76450
safmr
4
$1,560
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.