Reads as: riskier than 5.6% 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 spans multiple chains
5 chains
BOSWELL DARREN
9 facilities
connection
Owner spans multiple chains
5 chains
LEONARD JOSHUA
9 facilities
connection
Owner spans multiple chains
5 chains
HEKIMIAN KHOREN
8 facilities
connection
Owner spans multiple chains
4 chains
EDEN JAMES
8 facilities
connection
Owner fleet enforcement cluster
56% fined
HEKIMIAN KHOREN
9 facilities
connection
Owner fleet enforcement cluster
40% fined
SENIOR LIVING PROPERTIES LLC
5 facilities
connection
Owner fleet enforcement cluster
40% fined
SLP MANAGEMENT HOLDINGS LLC
5 facilities
connection
Owner fleet enforcement cluster
40% fined
SLP OPERATIONS LLC
5 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
3.02
2.67
3.28
2.90–3.77
RN
0.23
0.24
0.39
0.25–0.58
Weekend total
2.90
2.56
3.11
—
Weekday total
3.06
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
38.9
3.02
0.23
0.71
2.07
2.90
0.0%
2025Q3
92
40.0
2.61
0.23
0.79
1.60
2.47
0.0%
2025Q2
91
39.9
2.81
0.23
0.85
1.73
2.49
0.0%
2025Q1
90
41.0
2.64
0.29
0.79
1.56
2.62
0.0%
2024Q4
92
40.7
2.59
0.27
0.77
1.56
2.47
0.0%
2024Q3
92
40.0
2.45
0.26
0.66
1.53
2.39
0.0%
2024Q2
91
39.5
2.58
0.28
0.81
1.48
2.42
0.0%
2024Q1
91
38.5
2.54
0.31
0.69
1.54
2.39
0.0%
2023Q4
92
39.4
2.63
0.18
0.86
1.59
2.39
0.0%
2023Q3
92
37.0
2.68
0.14
0.81
1.74
2.53
0.0%
2023Q2
91
39.2
2.51
0.17
0.72
1.62
2.46
0.0%
2023Q1
90
41.7
2.46
0.21
0.82
1.42
2.31
0.0%
2022Q4
92
38.2
2.77
0.20
1.00
1.57
2.58
0.0%
2022Q3
92
35.8
2.15
0.10
0.70
1.36
2.23
0.0%
2022Q2
91
31.9
2.64
0.31
0.83
1.49
2.49
0.0%
2022Q1
90
29.8
2.59
0.33
0.66
1.60
2.44
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
12
D × 6E × 4F × 1J × 1
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2026-02-25
Health · complaint
F0609
Timely report suspected abuse, neglect, or theft and report the results of the investigation to proper authorities.
D
2026-03-02
2025-04-23
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2025-05-16
2025-04-23
Health
F0880
Provide and implement an infection prevention and control program.
D
2025-05-16
2024-05-01
Health · complaint
F0557
Honor the resident's right to be treated with respect and dignity and to retain and use personal possessions.
D
2024-05-30
2024-03-13
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2024-04-12
2024-01-29
Health · complaint
F0760
Ensure that residents are free from significant medication errors.
E
2023-07-16
2023-06-20
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2023-07-11
2023-02-10
Health
F0620
Not require residents to give up Medicare or Medicaid benefits, or pay privately as a condition of admission; and must tell residents what care they do not provide.
D
2023-02-11
2023-02-10
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
2023-02-11
2023-02-10
Health
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
J
2023-02-11
2023-02-10
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
2023-02-11
2023-02-10
Health
F0880
Provide and implement an infection prevention and control program.
E
2023-02-11
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
23
Owner
Role
Pct
From
Status
Source
SLP MT OPERATIONS, LLC
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2018-09-01
current
pecos_ownership
305 BONITA ST OPCO LLC
—
—
2025-10-01
current
tx_hhsc_directory
BOSWELL, DARREN
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2018-09-01
current
pecos_ownership
CARLISLE TAYLOR WHITWORTH 2020 IRREVOCABLE TRUST
ADP OF THE SNF
—
2018-09-01
current
pecos_ownership
EDEN, JAMES
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2018-09-01
current
pecos_ownership
GARY SCOTT WHITWORTH 2019 IRREVOCABLE TRUST
5% OR GREATER MORTGAGE INTEREST
—
2018-09-01
current
pecos_ownership
HANSON, EVELYN
ADP OF THE SNF
—
2022-10-10
current
pecos_ownership
HEKIMIAN, KHOREN
ADP OF THE SNF
—
2018-09-01
current
pecos_ownership
LEONARD, JOSHUA
OPERATIONAL/MANAGERIAL CONTROL
—
2024-10-01
current
pecos_ownership
LQCP MANAGEMENT, LLC
5% OR GREATER MORTGAGE INTEREST
—
2018-09-01
current
pecos_ownership
SENIOR LIVING PROPERTIES LLC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2018-09-01
current
pecos_ownership
SLP MANAGEMENT HOLDINGS, LLC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2018-09-01
current
pecos_ownership
SLP OPERATIONS, LLC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2018-09-01
current
pecos_ownership
WHITWORTH, GARY
5% OR GREATER INDIRECT OWNERSHIP INTEREST
—
2018-09-01
current
pecos_ownership
WM 41 JACKSONVILLE RE, LLC
ADP OF THE SNF
—
2018-09-01
current
pecos_ownership
WM-LQC MM, LLC
ADP OF THE SNF
—
2018-09-01
current
pecos_ownership
WT HOLDINGS, LP
ADP OF THE SNF
—
2018-09-01
current
pecos_ownership
DARREN BOSWELL
5% OR GREATER INDIRECT OWNERSHIP INTEREST
34%
2018-09-01
ended 2026-05-18
pecos_ownership
GARY WHITWORTH
5% OR GREATER INDIRECT OWNERSHIP INTEREST
34%
2018-09-01
ended 2026-05-18
pecos_ownership
JAMES EDEN
5% OR GREATER INDIRECT OWNERSHIP INTEREST
32%
2018-09-01
ended 2026-05-18
pecos_ownership
JOSHUA LEONARD
CORPORATE OFFICER
0%
2024-10-01
ended 2026-05-18
pecos_ownership
EVELYN HANSON
ADP OF THE SNF
—
2022-10-10
ended 2026-05-18
pecos_ownership
KHOREN HEKIMIAN
ADP OF THE SNF
—
2018-09-01
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
5
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-12-31
$1,192,039
$32,517
—
—
—
1
—
2023-12-31
$1,138,067
$32,953
—
—
—
1
—
2022-12-31
$996,728
$33,476
—
—
—
1
—
2021-12-31
$318,855
$33,389
—
—
—
1
—
2020-12-31
$224,301
$44,706
—
—
—
1
—
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 48073
acs median gross
0
$702
2024-12-31
CENSUS_ACS5
county 48073
fmr
0
$751
2025-10-01
HUD_USER_FMR
county 48073
acs median gross
1
$741
2024-12-31
CENSUS_ACS5
county 48073
fmr
1
$756
2025-10-01
HUD_USER_FMR
county 48073
acs median gross
2
$930
2024-12-31
CENSUS_ACS5
county 48073
fmr
2
$984
2025-10-01
HUD_USER_FMR
county 48073
acs median gross
3
$972
2024-12-31
CENSUS_ACS5
county 48073
fmr
3
$1,362
2025-10-01
HUD_USER_FMR
county 48073
acs median gross
4
$3,501
2024-12-31
CENSUS_ACS5
county 48073
fmr
4
$1,448
2025-10-01
HUD_USER_FMR
county 48073
acs median gross
5
$892
2024-12-31
CENSUS_ACS5
county 48073
acs median gross
$933
2024-12-31
CENSUS_ACS5
county 48073
acs recent mover gross
$1,132
2024-12-31
CENSUS_ACS5
zcta 75766
acs median gross
1
$746
2024-12-31
CENSUS_ACS5
zcta 75766
acs median gross
2
$920
2024-12-31
CENSUS_ACS5
zcta 75766
acs median gross
3
$992
2024-12-31
CENSUS_ACS5
zcta 75766
acs median gross
4
$787
2024-12-31
CENSUS_ACS5
zcta 75766
acs median gross
$908
2024-12-31
CENSUS_ACS5
zcta 75766
acs recent mover gross
$1,127
2024-12-31
CENSUS_ACS5
zip 75766
payment standard 110
0
$814
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 90
0
$666
2025-10-01
HUD_USER_SAFMR
zip 75766
safmr
0
$740
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 110
1
$825
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 90
1
$675
2025-10-01
HUD_USER_SAFMR
zip 75766
safmr
1
$750
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 110
2
$1,067
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 90
2
$873
2025-10-01
HUD_USER_SAFMR
zip 75766
safmr
2
$970
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 110
3
$1,485
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 90
3
$1,215
2025-10-01
HUD_USER_SAFMR
zip 75766
safmr
3
$1,350
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 110
4
$1,573
2025-10-01
HUD_USER_SAFMR
zip 75766
payment standard 90
4
$1,287
2025-10-01
HUD_USER_SAFMR
zip 75766
safmr
4
$1,430
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.