Reads as: riskier than 87.5% 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
9
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet risk far above national
+38.7 vs natl
LANGSDALE TROY
6 facilities
connection
Owner fleet risk far above national
+38.7 vs natl
MILLER LAURA
6 facilities
connection
Owner fleet risk far above national
+27.6 vs natl
RUFF MICHAEL
23 facilities
connection
Owner fleet risk far above national
+27.5 vs natl
FRIO HOSPITAL DISTRICT
22 facilities
connection
Buyer assembling a chain (5+ takeovers/24mo)
6 facilities
FRIO HOSPITAL DISTRICT
6 facilities
connection
Owner fleet enforcement cluster
59% fined
FRIO HOSPITAL DISTRICT
22 facilities
connection
Owner fleet enforcement cluster
56% fined
RUFF MICHAEL
23 facilities
connection
Owner fleet enforcement cluster
50% fined
LANGSDALE TROY
6 facilities
connection
Owner fleet enforcement cluster
50% fined
MILLER LAURA
6 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
2.74
2.67
3.28
2.90–3.77
RN
0.11
0.24
0.39
0.25–0.58
Weekend total
2.54
2.56
3.11
—
Weekday total
2.82
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
93.9
2.74
0.11
0.70
1.93
2.54
10.8%
2025Q3
92
98.8
2.71
0.14
0.71
1.85
2.59
15.7%
2025Q2
91
87.7
2.82
0.15
0.79
1.88
2.70
12.7%
2025Q1
90
87.9
2.87
0.15
0.78
1.95
2.89
13.4%
2024Q4
92
82.6
2.82
0.17
0.81
1.84
2.83
8.0%
2024Q3
92
81.4
3.05
0.23
0.76
2.06
3.08
14.7%
2024Q2
91
85.2
2.88
0.26
0.69
1.93
2.92
13.6%
2024Q1
91
85.8
2.90
0.29
0.68
1.93
2.92
15.3%
2023Q4
92
85.2
2.87
0.34
0.59
1.95
2.89
18.6%
2023Q3
92
89.9
2.89
0.30
0.61
1.98
2.85
22.8%
2023Q2
91
82.7
2.98
0.28
0.77
1.93
2.98
26.9%
2023Q1
90
80.3
2.93
0.16
0.88
1.89
2.91
21.7%
2022Q4
92
84.2
3.33
0.16
0.98
2.18
3.29
8.6%
2022Q3
92
81.2
3.82
0.18
1.15
2.50
3.81
0.0%
2022Q2
91
81.3
3.54
0.17
0.98
2.39
3.43
0.0%
2022Q1
90
83.6
3.73
0.19
1.10
2.44
3.56
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.
D
2026-04-27
2026-01-16
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.
D
2026-01-22
2025-11-26
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
D
2025-11-28
2025-11-18
Health · complaint
F0698
Provide safe, appropriate dialysis care/services for a resident who requires such services.
E
2025-11-20
2025-03-19
Health · complaint
F0558
Reasonably accommodate the needs and preferences of each resident.
E
2025-04-15
2025-03-19
Health
F0561
Honor the resident's right to and the facility must promote and facilitate resident self-determination through support of resident choice.
D
2025-04-15
2025-03-19
Health
F0641
Ensure each resident receives an accurate assessment.
D
2025-04-15
2025-03-19
Health
F0677
Provide care and assistance to perform activities of daily living for any resident who is unable.
D
2025-04-15
2025-03-19
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
2025-04-15
2025-03-19
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
2025-04-15
2025-03-19
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2025-04-15
2025-03-19
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
E
2025-04-15
2025-03-19
Health
F0757
Ensure each resident’s drug regimen must be free from unnecessary drugs.
D
2025-04-15
2025-03-19
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.
E
2025-04-15
2025-03-19
Health
F0880
Provide and implement an infection prevention and control program.
D
2025-04-15
2025-03-19
Health
F0881
Implement a program that monitors antibiotic use.
D
2025-04-15
2025-03-19
Health · complaint
F0921
Make sure that the nursing home area is safe, easy to use, clean and comfortable for residents, staff and the public.
E
2025-04-15
2024-09-17
Health · complaint
F0573
Let each resident or the resident's legal representative access or purchase copies of all the resident's records.
D
2024-10-02
2024-06-27
Health · complaint
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2024-07-12
2024-01-31
Health · complaint
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2024-02-26
2024-01-31
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.
D
2024-02-26
2024-01-31
Health
F0641
Ensure each resident receives an accurate assessment.
D
2024-02-26
2024-01-31
Health
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
E
2024-02-26
2024-01-31
Health · complaint
F0677
Provide care and assistance to perform activities of daily living for any resident who is unable.
D
2024-02-26
2024-01-31
Health · complaint
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2024-02-26
2024-01-31
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
2024-02-26
2024-01-31
Health · complaint
F0880
Provide and implement an infection prevention and control program.
E
2024-02-26
2024-01-31
Health
F0940
Develop, implement, and/or maintain an effective training program for all new and existing staff members.
D
2024-02-26
2024-01-31
Health
F0942
Ensure that staff members are educated on resident rights and facility responsibilities to properly care for its residents.
D
2024-02-26
2023-06-12
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
G
2023-06-13
2022-10-19
Health
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2022-11-07
2022-10-19
Health
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
D
2022-10-20
2022-10-19
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
2022-11-07
2022-10-19
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
D
2022-10-20
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
16
Owner
Role
Pct
From
Status
Source
FRIO HOSPITAL DISTRICT
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2022-12-01
current
pecos_ownership
FRIO HOSPITAL DISTRICT
—
—
2025-12-01
current
tx_hhsc_directory
LANGSDALE, TROY
5% OR GREATER MORTGAGE INTEREST
—
2022-12-01
current
pecos_ownership
MILLER, LAURA
ADP OF THE SNF
—
2022-12-01
current
pecos_ownership
ML REAL ESTATE-HENDERSON, LLC
ADP OF THE SNF
—
2022-12-01
current
pecos_ownership
ML-HENDERSON LLC
ADP OF THE SNF
—
2025-05-27
current
pecos_ownership
ML-HENDERSON LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2022-12-01
current
pecos_ownership
MLHENDERSON LLC
—
—
2025-12-01
current
tx_hhsc_directory
RUFF, MICHAEL
CORPORATE OFFICER
—
2022-12-01
current
pecos_ownership
TURNER, VICTOR
ADP OF THE SNF
—
2022-12-01
current
pecos_ownership
VOZZA, BRENDA
ADP OF THE SNF
—
2022-12-01
current
pecos_ownership
LAURA MILLER
5% OR GREATER MORTGAGE INTEREST
50%
2022-12-01
ended 2026-05-18
pecos_ownership
TROY LANGSDALE
5% OR GREATER MORTGAGE INTEREST
50%
2022-12-01
ended 2026-05-18
pecos_ownership
BRENDA VOZZA
OPERATIONAL/MANAGERIAL CONTROL
—
2022-12-01
ended 2026-05-18
pecos_ownership
MICHAEL RUFF
CORPORATE OFFICER
—
2022-12-01
ended 2026-05-18
pecos_ownership
VICTOR TURNER
ADP OF THE SNF
—
2022-12-01
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
3
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2022-12-31
$817,009
$568,640
$248,369
—
—
5
—
2021-12-31
$404,917
$211,909
$193,008
—
—
6
—
2020-12-31
$491,717
$287,288
$204,429
—
—
6
—
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
32
Geo
Kind
BR
Amount
As of
Source
county 48401
acs median gross
0
$533
2024-12-31
CENSUS_ACS5
county 48401
fmr
0
$890
2025-10-01
HUD_USER_FMR
county 48401
acs median gross
1
$682
2024-12-31
CENSUS_ACS5
county 48401
fmr
1
$895
2025-10-01
HUD_USER_FMR
county 48401
acs median gross
2
$1,001
2024-12-31
CENSUS_ACS5
county 48401
fmr
2
$1,175
2025-10-01
HUD_USER_FMR
county 48401
acs median gross
3
$1,110
2024-12-31
CENSUS_ACS5
county 48401
fmr
3
$1,451
2025-10-01
HUD_USER_FMR
county 48401
acs median gross
4
$1,110
2024-12-31
CENSUS_ACS5
county 48401
fmr
4
$1,606
2025-10-01
HUD_USER_FMR
county 48401
acs median gross
$1,015
2024-12-31
CENSUS_ACS5
county 48401
acs recent mover gross
$1,397
2024-12-31
CENSUS_ACS5
zcta 75652
acs median gross
1
$1,020
2024-12-31
CENSUS_ACS5
zcta 75652
acs median gross
2
$984
2024-12-31
CENSUS_ACS5
zcta 75652
acs median gross
3
$994
2024-12-31
CENSUS_ACS5
zcta 75652
acs median gross
$988
2024-12-31
CENSUS_ACS5
zcta 75652
acs recent mover gross
$1,780
2024-12-31
CENSUS_ACS5
zip 75652
payment standard 110
0
$957
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 90
0
$783
2025-10-01
HUD_USER_SAFMR
zip 75652
safmr
0
$870
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 110
1
$968
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 90
1
$792
2025-10-01
HUD_USER_SAFMR
zip 75652
safmr
1
$880
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 110
2
$1,265
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 90
2
$1,035
2025-10-01
HUD_USER_SAFMR
zip 75652
safmr
2
$1,150
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 110
3
$1,562
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 90
3
$1,278
2025-10-01
HUD_USER_SAFMR
zip 75652
safmr
3
$1,420
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 110
4
$1,727
2025-10-01
HUD_USER_SAFMR
zip 75652
payment standard 90
4
$1,413
2025-10-01
HUD_USER_SAFMR
zip 75652
safmr
4
$1,570
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.