Reads as: riskier than 27.6% 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
8
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet risk far above national
+22.4 vs natl
SANDERSON CLARK
58 facilities
connection
Owner fleet risk far above national
+21.5 vs natl
FANNIN COUNTY HOSPITAL AUTHORITY
54 facilities
connection
Owner spans multiple chains
18 chains
ENSIGN SERVICES INC
286 facilities
connection
Owner spans multiple chains
17 chains
BURNAM SOON
335 facilities
connection
Owner spans multiple chains
17 chains
KEETCH CHAD
283 facilities
connection
Owner spans multiple chains
12 chains
THE ENSIGN GROUP INC
123 facilities
connection
Owner spans multiple chains
11 chains
STANDARD BEARER HEALTHCARE OP LP
83 facilities
connection
Buyer assembling a chain (5+ takeovers/24mo)
8 facilities
FANNIN COUNTY HOSPITAL AUTHORITY
8 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
0.44
0.24
0.39
0.25–0.58
Weekend total
2.65
2.56
3.11
—
Weekday total
2.99
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
54.0
2.89
0.44
0.90
1.55
2.65
1.7%
2025Q3
92
55.0
2.74
0.38
0.81
1.55
2.69
0.6%
2025Q2
91
52.1
2.86
0.58
0.67
1.61
2.81
0.2%
2025Q1
90
52.4
3.15
0.52
0.95
1.68
2.81
0.2%
2024Q4
92
53.7
2.99
0.46
0.92
1.61
2.87
0.0%
2024Q3
92
54.9
2.77
0.40
0.77
1.61
2.59
0.1%
2024Q2
91
56.3
2.71
0.38
0.76
1.57
2.54
0.0%
2024Q1
91
52.5
3.01
0.45
0.89
1.68
2.79
2.0%
2023Q4
92
51.9
3.06
0.50
0.86
1.70
2.96
2.1%
2023Q3
92
54.7
2.76
0.36
0.87
1.53
3.12
0.7%
2023Q2
91
53.2
2.92
0.53
0.81
1.59
3.22
1.7%
2023Q1
90
49.7
3.14
0.45
0.95
1.74
3.16
2.2%
2022Q4
92
52.4
3.12
0.28
1.03
1.80
3.12
6.0%
2022Q3
92
54.4
2.07
0.20
0.64
1.23
1.92
11.7%
2022Q2
91
54.2
2.56
0.18
0.82
1.55
2.15
0.0%
2022Q1
90
47.9
2.75
0.24
0.99
1.51
2.55
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.
Penalties
0
No penalties on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
Deficiencies
13
D × 6E × 7
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2025-02-13
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
2025-02-14
2025-02-13
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2025-02-14
2025-02-13
Health
F0880
Provide and implement an infection prevention and control program.
E
2025-02-14
2025-01-16
Health · complaint
F0600
Protect each resident from all types of abuse such as physical, mental, sexual abuse, physical punishment, and neglect by anybody.
D
2025-01-17
2024-01-05
Health
F0655
Create and put into place a plan for meeting the resident's most immediate needs within 48 hours of being admitted
D
2024-01-06
2024-01-05
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
2024-01-06
2024-01-05
Health
F0694
Provide for the safe, appropriate administration of IV fluids for a resident when needed.
D
2024-01-06
2024-01-05
Health
F0759
Ensure medication error rates are not 5 percent or greater.
D
2024-01-06
2024-01-05
Health · complaint
F0880
Provide and implement an infection prevention and control program.
E
2024-01-06
2022-11-02
Health
F0655
Create and put into place a plan for meeting the resident's most immediate needs within 48 hours of being admitted
E
2022-11-23
2022-11-02
Health
F0694
Provide for the safe, appropriate administration of IV fluids for a resident when needed.
D
2022-11-23
2022-11-02
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2022-11-23
2022-11-02
Health
F0880
Provide and implement an infection prevention and control program.
E
2022-11-23
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
22
Owner
Role
Pct
From
Status
Source
FANNIN COUNTY HOSPITAL AUTHORITY
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2026-05-01
current
pecos_ownership
BEDFORD ROAD HEALTH HOLDINGS LLC
ADP OF THE SNF
—
2026-05-01
current
pecos_ownership
BURNAM, SOON
OPERATIONAL/MANAGERIAL CONTROL
—
2026-05-01
current
pecos_ownership
ENSIGN SERVICES INC
ADP OF THE SNF
—
2026-02-11
current
pecos_ownership
FANNIN COUNTY HOSPITAL AUTHORITY
—
—
2026-04-01
current
tx_hhsc_directory
KEETCH, CHAD
CORPORATE OFFICER
—
2011-03-01
current
pecos_ownership
LAVACA RIVER HEALTHCARE LLC
ADP OF THE SNF
—
2026-04-14
current
pecos_ownership
LAVACA RIVER HEALTHCARE LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2026-05-01
current
pecos_ownership
LAVACA RIVER HEALTHCARE LLC
—
—
2026-04-01
current
tx_hhsc_directory
RAI, SWEETY
ADP OF THE SNF
—
2026-05-01
current
pecos_ownership
SANDERSON, CLARK
CORPORATE DIRECTOR
—
2026-05-01
current
pecos_ownership
STANDARD BEARER HEALTHCARE OP, LP
ADP OF THE SNF
—
2026-05-01
current
pecos_ownership
THE ENSIGN GROUP INC
ADP OF THE SNF
—
2026-05-01
current
pecos_ownership
BEDFORD KTFW, LLC
5% OR GREATER MORTGAGE INTEREST
100%
2017-04-01
ended 2026-05-18
pecos_ownership
FANNIN COUNTY HOSPITAL AUTHORITY
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2017-04-01
ended 2026-05-18
pecos_ownership
KTFW-TX LLC
5% OR GREATER MORTGAGE INTEREST
100%
2017-04-01
ended 2026-05-18
pecos_ownership
LA DORA CHM LLC
OPERATIONAL/MANAGERIAL CONTROL
100%
2017-04-01
ended 2026-05-18
pecos_ownership
CHRISTOPHER MARTIN
OPERATIONAL/MANAGERIAL CONTROL
—
2017-04-01
ended 2026-05-18
pecos_ownership
CLARK SANDERSON
CORPORATE DIRECTOR
—
2017-04-01
ended 2026-05-18
pecos_ownership
DEREK RANKIN
OPERATIONAL/MANAGERIAL CONTROL
—
2017-04-01
ended 2026-05-18
pecos_ownership
KILGORE FAMILY TRUST-2012
ADP OF THE SNF
—
2017-04-01
ended 2026-05-18
pecos_ownership
SWEETY RAI
ADP OF THE SNF
—
2017-04-01
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
2
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2021-12-31
$163,844
—
—
—
—
2
—
2020-12-31
$262,763
—
—
—
—
2
—
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
36
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 76021
acs median gross
0
$1,243
2024-12-31
CENSUS_ACS5
zcta 76021
acs median gross
1
$1,368
2024-12-31
CENSUS_ACS5
zcta 76021
acs median gross
2
$1,718
2024-12-31
CENSUS_ACS5
zcta 76021
acs median gross
3
$2,135
2024-12-31
CENSUS_ACS5
zcta 76021
acs median gross
4
$2,837
2024-12-31
CENSUS_ACS5
zcta 76021
acs median gross
5
$2,646
2024-12-31
CENSUS_ACS5
zcta 76021
acs median gross
$1,502
2024-12-31
CENSUS_ACS5
zcta 76021
acs recent mover gross
$1,879
2024-12-31
CENSUS_ACS5
zip 76021
payment standard 110
0
$1,661
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 90
0
$1,359
2025-10-01
HUD_USER_SAFMR
zip 76021
safmr
0
$1,510
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 110
1
$1,716
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 90
1
$1,404
2025-10-01
HUD_USER_SAFMR
zip 76021
safmr
1
$1,560
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 110
2
$2,002
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 90
2
$1,638
2025-10-01
HUD_USER_SAFMR
zip 76021
safmr
2
$1,820
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 110
3
$2,640
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 90
3
$2,160
2025-10-01
HUD_USER_SAFMR
zip 76021
safmr
3
$2,400
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 110
4
$3,267
2025-10-01
HUD_USER_SAFMR
zip 76021
payment standard 90
4
$2,673
2025-10-01
HUD_USER_SAFMR
zip 76021
safmr
4
$2,970
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.