Reads as: riskier than 99.7% 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
2
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet risk far above national
+25.1 vs natl
HOOPER GRADY
61 facilities
connection
Owner fleet enforcement cluster
49% fined
HOOPER GRADY
61 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
1.82
2.67
3.28
2.90–3.77
RN
0.35
0.24
0.39
0.25–0.58
Weekend total
1.57
2.56
3.11
—
Weekday total
1.92
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
53.2
1.82
0.35
0.49
0.97
1.57
4.0%
2025Q3
92
53.1
1.91
0.46
0.40
1.05
1.62
0.0%
2025Q2
91
52.6
1.91
0.39
0.42
1.10
1.68
0.1%
2025Q1
90
49.8
2.08
0.37
0.50
1.21
1.96
0.0%
2024Q4
92
51.4
1.89
0.41
0.43
1.05
1.78
0.1%
2024Q3
92
49.4
1.92
0.50
0.42
0.99
1.91
0.6%
2024Q2
91
50.1
1.69
0.46
0.43
0.80
1.58
7.0%
2024Q1
91
48.3
1.80
0.47
0.45
0.89
1.69
2.3%
2023Q4
92
46.5
1.80
0.44
0.50
0.85
1.62
0.0%
2023Q3
92
47.1
1.82
0.42
0.42
0.99
1.69
0.0%
2023Q2
91
46.2
2.11
0.35
0.57
1.19
1.96
0.3%
2023Q1
90
44.5
2.26
0.35
0.63
1.28
2.11
3.8%
2022Q4
92
45.1
2.11
0.34
0.52
1.24
2.17
0.1%
2022Q3
92
46.1
2.24
0.39
0.69
1.16
2.20
4.6%
2022Q2
91
44.9
2.09
0.35
0.61
1.13
2.07
0.0%
2022Q1
90
39.6
2.49
0.24
0.88
1.37
2.58
9.0%
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.
Ensure the transfer/discharge meets the resident's needs/preferences and that the resident is prepared for a safe transfer/discharge.
D
2026-02-09
2025-03-19
Health
F0645
PASARR screening for Mental disorders or Intellectual Disabilities
D
2025-04-15
2025-03-19
Health
F0699
Provide care or services that was trauma informed and/or culturally competent.
D
2025-04-15
2025-03-19
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2025-04-15
2024-05-25
Health · complaint
F0600
Protect each resident from all types of abuse such as physical, mental, sexual abuse, physical punishment, and neglect by anybody.
K
2024-05-27
2024-05-25
Health · complaint
F0607
Develop and implement policies and procedures to prevent abuse, neglect, and theft.
K
2024-05-27
2024-05-25
Health · complaint
F0835
Administer the facility in a manner that enables it to use its resources effectively and efficiently.
K
2024-05-27
2024-01-31
Health
F0578
Honor the resident's right to request, refuse, and/or discontinue treatment, to participate in or refuse to participate in experimental research, and to formulate an advance directive.
E
2024-02-29
2024-01-31
Health
F0638
Assure that each resident’s assessment is updated at least once every 3 months.
D
2024-02-29
2024-01-31
Health
F0645
PASARR screening for Mental disorders or Intellectual Disabilities
D
2024-02-29
2024-01-31
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.
E
2024-02-29
2024-01-31
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2024-02-29
2024-01-31
Health
F0880
Provide and implement an infection prevention and control program.
D
2024-02-29
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
8
Owner
Role
Pct
From
Status
Source
GOLDTHWAITE SKILLED CARE, LLC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
100%
2019-04-01
current
pecos_ownership
BEASLEY, MICHAEL
W-2 MANAGING EMPLOYEE
—
2019-04-01
current
pecos_ownership
GOLDTHWAITE SKILLED CARE, LLC
—
—
2025-04-01
current
tx_hhsc_directory
HAMILTON COUNTY HOSPITAL DISTRICT
—
—
2025-04-01
current
tx_hhsc_directory
HOOPER, GRADY
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2019-04-01
current
pecos_ownership
HAMILTON COUNTY HOSPITAL DISTRICT
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2019-04-01
ended 2026-05-18
pecos_ownership
GRADY HOOPER
5% OR GREATER INDIRECT OWNERSHIP INTEREST
0%
2019-04-01
ended 2026-05-18
pecos_ownership
MICHAEL BEASLEY
W-2 MANAGING EMPLOYEE
0%
2019-04-01
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
32
Geo
Kind
BR
Amount
As of
Source
county 48333
acs median gross
0
$485
2024-12-31
CENSUS_ACS5
county 48333
fmr
0
$756
2025-10-01
HUD_USER_FMR
county 48333
acs median gross
1
$561
2024-12-31
CENSUS_ACS5
county 48333
fmr
1
$888
2025-10-01
HUD_USER_FMR
county 48333
acs median gross
2
$707
2024-12-31
CENSUS_ACS5
county 48333
fmr
2
$973
2025-10-01
HUD_USER_FMR
county 48333
acs median gross
3
$1,063
2024-12-31
CENSUS_ACS5
county 48333
fmr
3
$1,353
2025-10-01
HUD_USER_FMR
county 48333
fmr
4
$1,432
2025-10-01
HUD_USER_FMR
county 48333
acs median gross
$708
2024-12-31
CENSUS_ACS5
county 48333
acs recent mover gross
$693
2024-12-31
CENSUS_ACS5
zcta 76844
acs median gross
0
$558
2024-12-31
CENSUS_ACS5
zcta 76844
acs median gross
1
$579
2024-12-31
CENSUS_ACS5
zcta 76844
acs median gross
2
$683
2024-12-31
CENSUS_ACS5
zcta 76844
acs median gross
3
$1,208
2024-12-31
CENSUS_ACS5
zcta 76844
acs median gross
$702
2024-12-31
CENSUS_ACS5
zcta 76844
acs recent mover gross
$690
2024-12-31
CENSUS_ACS5
zip 76844
payment standard 110
0
$836
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 90
0
$684
2025-10-01
HUD_USER_SAFMR
zip 76844
safmr
0
$760
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 110
1
$979
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 90
1
$801
2025-10-01
HUD_USER_SAFMR
zip 76844
safmr
1
$890
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 110
2
$1,067
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 90
2
$873
2025-10-01
HUD_USER_SAFMR
zip 76844
safmr
2
$970
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 110
3
$1,485
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 90
3
$1,215
2025-10-01
HUD_USER_SAFMR
zip 76844
safmr
3
$1,350
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 110
4
$1,716
2025-10-01
HUD_USER_SAFMR
zip 76844
payment standard 90
4
$1,404
2025-10-01
HUD_USER_SAFMR
zip 76844
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.