2401 North Service Road, Ruston, LA 71270 · CCN 195538
Composite
47.9 / 100 percentile
Peer group
snf n = 14,684
Evidence depth
deep
Certified beds
144
Model
v1.2
Reads as: riskier than 47.9% 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
6
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet risk far above national
+25.8 vs natl
BAUDER WILLIAM
37 facilities
connection
Owner spans multiple chains
10 chains
BAUDER WILLIAM
35 facilities
connection
Owner spans multiple chains
9 chains
BOULWARE STEVEN
40 facilities
connection
Owner spans multiple chains
8 chains
PRIORITY MANAGEMENT GROUP LLC
36 facilities
connection
Owner spans multiple chains
7 chains
BOULWARE DOUGLAS
38 facilities
connection
Owner spans multiple chains
6 chains
PROGRESSIVE REHAB SOLUTIONS LLC
33 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
LA median
National median
National p25–p75
Total nurse
2.86
3.38
3.28
2.90–3.77
RN
0.01
0.10
0.39
0.25–0.58
Weekend total
2.45
3.09
3.11
—
Weekday total
3.02
3.48
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
113.1
2.86
0.01
0.59
2.25
2.45
0.9%
2025Q3
92
114.1
2.71
0.00
0.72
1.99
2.48
2.0%
2025Q2
91
104.1
2.87
0.01
0.87
1.99
2.49
4.4%
2025Q1
90
107.8
3.03
0.01
0.95
2.08
2.73
3.6%
2024Q4
92
113.9
2.93
0.01
0.91
2.02
2.71
5.0%
2024Q3
92
110.8
2.76
0.02
0.82
1.93
2.39
1.2%
2024Q2
91
110.0
2.76
0.01
0.76
1.98
2.35
3.0%
2024Q1
91
107.2
2.99
0.01
0.98
2.00
2.73
12.8%
2023Q4
92
102.3
2.90
0.04
0.76
2.09
2.58
6.5%
2023Q3
92
105.6
3.01
0.04
0.89
2.08
2.80
9.7%
2023Q2
91
110.5
2.94
0.07
0.79
2.08
2.76
5.6%
2023Q1
90
117.1
2.68
0.08
0.81
1.79
2.53
3.5%
2022Q4
92
115.5
2.68
0.02
0.86
1.80
2.47
4.3%
2022Q3
92
117.6
2.43
0.02
0.72
1.68
2.21
3.2%
2022Q2
91
118.1
2.81
0.05
0.85
1.91
2.65
8.6%
2022Q1
90
118.9
2.23
0.04
0.69
1.51
1.92
7.8%
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
20
D × 10E × 9F × 1
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2026-01-13
Health · complaint
F0554
Allow residents to self-administer drugs if determined clinically appropriate.
D
2026-03-13
2026-01-13
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
2026-03-13
2026-01-13
Health · complaint
F0725
Provide enough nursing staff every day to meet the needs of every resident; and have a licensed nurse in charge on each shift.
F
2026-03-13
2026-01-13
Health · complaint
F0726
Ensure that nurses and nurse aides have the appropriate competencies to care for every resident in a way that maximizes each resident's well being.
E
2026-03-13
2026-01-13
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2026-03-13
2026-01-13
Health · complaint
F0880
Provide and implement an infection prevention and control program.
E
2026-03-13
2024-12-04
Health
F0641
Ensure each resident receives an accurate assessment.
E
2025-01-17
2024-12-04
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
E
2025-01-17
2024-12-04
Health
F0700
Try different approaches before using a bed rail. If a bed rail is needed, the facility must (1) assess a resident for safety risk; (2) review these risks and benefits with the resident/representative; (3) get informed consent; and (4) Correctly install and maintain the bed rail.
E
2025-01-17
2024-12-04
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.
D
2025-01-17
2024-12-04
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
2025-01-17
2024-12-04
Health
F0868
Have the Quality Assessment and Assurance group have the required members and meet at least quarterly
E
2025-01-17
2023-11-29
Health
F0623
Provide timely notification to the resident, and if applicable to the resident representative and ombudsman, before transfer or discharge, including appeal rights.
D
2024-01-12
2023-11-29
Health
F0677
Provide care and assistance to perform activities of daily living for any resident who is unable.
D
2024-01-12
2023-11-29
Health
F0686
Provide appropriate pressure ulcer care and prevent new ulcers from developing.
D
2024-01-12
2023-11-29
Health · complaint
F0726
Ensure that nurses and nurse aides have the appropriate competencies to care for every resident in a way that maximizes each resident's well being.
E
2024-01-12
2023-11-29
Health
F0730
Observe each nurse aide's job performance and give regular training.
D
2024-01-12
2023-11-29
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
E
2024-01-12
2023-08-09
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
D
2023-09-22
2023-08-09
Health · complaint
F0726
Ensure that nurses and nurse aides have the appropriate competencies to care for every resident in a way that maximizes each resident's well being.
D
2023-09-22
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
15
Owner
Role
Pct
From
Status
Source
SDB HOLDINGS
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2019-04-01
current
pecos_ownership
BAUDER, WILLIAM
INDIRECT OWNERSHIP INTEREST
—
2019-04-01
current
pecos_ownership
BENNETT, JESSICA
ADP OF THE SNF
—
2018-09-19
current
pecos_ownership
BOULWARE, DOUGLAS
INDIRECT OWNERSHIP INTEREST
—
2019-04-01
current
pecos_ownership
BOULWARE, STEVEN
INDIRECT OWNERSHIP INTEREST
—
2019-04-01
current
pecos_ownership
PHILLIPS, MICHAEL
ADP OF THE SNF
—
2025-04-12
current
pecos_ownership
PRIORITY MANAGEMENT GROUP, LLC
ADP OF THE SNF
—
2025-04-12
current
pecos_ownership
PROGRESSIVE REHAB SOLUTIONS, LLC
ADP OF THE SNF
—
2019-04-01
current
pecos_ownership
WILSON, BLAKE
ADP OF THE SNF
—
2025-04-12
current
pecos_ownership
DOUGLAS BOULWARE
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2019-04-01
ended 2026-05-18
pecos_ownership
STEVEN BOULWARE
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2019-04-01
ended 2026-05-18
pecos_ownership
WILLIAM BAUDER
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2019-04-01
ended 2026-05-18
pecos_ownership
BLAKE WILSON
ADP OF THE SNF
—
2025-04-12
ended 2026-05-18
pecos_ownership
JESSICA BENNETT
ADP OF THE SNF
—
2018-09-19
ended 2026-05-18
pecos_ownership
MICHAEL PHILLIPS
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
5
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-12-31
$2,109,011
—
—
$1,630,305
$147,992
13
—
2023-12-31
$1,849,806
—
—
$1,423,418
$126,488
13
—
2022-12-31
$1,815,541
—
—
$1,404,291
$123,995
13
—
2021-12-31
$1,803,268
—
—
$1,424,941
$109,519
13
—
2020-12-31
$1,856,739
—
—
$1,498,846
$92,432
10
—
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
34
Geo
Kind
BR
Amount
As of
Source
county 22061
acs median gross
0
$718
2024-12-31
CENSUS_ACS5
county 22061
fmr
0
$649
2025-10-01
HUD_USER_FMR
county 22061
acs median gross
1
$652
2024-12-31
CENSUS_ACS5
county 22061
fmr
1
$695
2025-10-01
HUD_USER_FMR
county 22061
acs median gross
2
$746
2024-12-31
CENSUS_ACS5
county 22061
fmr
2
$881
2025-10-01
HUD_USER_FMR
county 22061
acs median gross
3
$1,114
2024-12-31
CENSUS_ACS5
county 22061
fmr
3
$1,156
2025-10-01
HUD_USER_FMR
county 22061
acs median gross
4
$1,317
2024-12-31
CENSUS_ACS5
county 22061
fmr
4
$1,440
2025-10-01
HUD_USER_FMR
county 22061
acs median gross
$825
2024-12-31
CENSUS_ACS5
county 22061
acs recent mover gross
$897
2024-12-31
CENSUS_ACS5
zcta 71270
acs median gross
0
$718
2024-12-31
CENSUS_ACS5
zcta 71270
acs median gross
1
$657
2024-12-31
CENSUS_ACS5
zcta 71270
acs median gross
2
$766
2024-12-31
CENSUS_ACS5
zcta 71270
acs median gross
3
$1,179
2024-12-31
CENSUS_ACS5
zcta 71270
acs median gross
4
$1,511
2024-12-31
CENSUS_ACS5
zcta 71270
acs median gross
$827
2024-12-31
CENSUS_ACS5
zcta 71270
acs recent mover gross
$1,058
2024-12-31
CENSUS_ACS5
zip 71270
payment standard 110
0
$748
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 90
0
$612
2025-10-01
HUD_USER_SAFMR
zip 71270
safmr
0
$680
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 110
1
$836
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 90
1
$684
2025-10-01
HUD_USER_SAFMR
zip 71270
safmr
1
$760
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 110
2
$1,034
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 90
2
$846
2025-10-01
HUD_USER_SAFMR
zip 71270
safmr
2
$940
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 110
3
$1,408
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 90
3
$1,152
2025-10-01
HUD_USER_SAFMR
zip 71270
safmr
3
$1,280
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 110
4
$1,617
2025-10-01
HUD_USER_SAFMR
zip 71270
payment standard 90
4
$1,323
2025-10-01
HUD_USER_SAFMR
zip 71270
safmr
4
$1,470
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.