Reads as: riskier than 51.8% 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
3
Kind
Finding
Signal
Subject
First seen
connection
Owner spans multiple chains
47 chains
FORVIS MAZARS LLP
251 facilities
connection
Owner fleet risk far above national
+27.2 vs natl
REED BART
5 facilities
connection
Owner fleet enforcement cluster
60% fined
REED BART
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
OK median
National median
National p25–p75
Total nurse
2.57
2.78
3.28
2.90–3.77
RN
0.04
0.18
0.39
0.25–0.58
Weekend total
2.64
2.72
3.11
—
Weekday total
2.54
2.80
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
50.4
2.57
0.04
0.95
1.58
2.64
14.3%
2025Q3
92
54.7
2.42
0.10
0.86
1.45
2.60
24.4%
2025Q2
91
65.5
2.36
0.07
0.83
1.46
2.44
24.1%
2025Q1
90
59.2
2.23
0.12
0.69
1.43
2.34
15.6%
2024Q4
92
59.0
2.29
0.06
0.71
1.52
2.35
7.1%
2024Q3
92
52.8
2.58
0.05
0.63
1.89
2.66
10.7%
2024Q2
91
44.7
2.71
0.07
0.70
1.95
2.82
7.6%
2024Q1
91
45.2
2.57
0.21
0.62
1.74
2.62
27.3%
2023Q4
92
46.3
2.63
0.07
0.68
1.88
2.71
36.0%
2023Q3
92
41.6
2.44
0.07
0.60
1.77
2.45
22.5%
2023Q2
91
39.6
2.48
0.05
0.58
1.85
2.50
31.1%
2023Q1
90
39.3
2.65
0.00
0.66
1.99
2.55
23.5%
2022Q4
92
37.2
2.38
0.00
0.65
1.72
2.42
11.3%
2022Q3
92
32.0
2.54
0.01
0.79
1.73
2.61
0.0%
2022Q2
91
30.1
2.91
0.04
0.90
1.98
2.92
5.4%
2022Q1
90
29.0
2.64
0.06
0.71
1.87
2.74
24.3%
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
11
D × 6E × 5
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2025-11-25
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
D
—
2025-06-16
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2025-07-15
2024-12-05
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.
D
2024-12-31
2024-09-05
Health · complaint
F0609
Timely report suspected abuse, neglect, or theft and report the results of the investigation to proper authorities.
D
2024-10-11
2024-01-09
Health · complaint
F0580
Immediately tell the resident, the resident's doctor, and a family member of situations (injury/decline/room, etc.) that affect the resident.
E
2024-02-08
2024-01-09
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
E
2024-02-08
2023-09-19
Health
F0641
Ensure each resident receives an accurate assessment.
D
2023-10-20
2023-09-19
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
E
2023-10-20
2023-09-19
Health
F0880
Provide and implement an infection prevention and control program.
E
2023-10-20
2022-05-05
Health
F0644
Coordinate assessments with the pre-admission screening and resident review program; and referring for services as needed.
D
2022-05-31
2022-05-05
Health
F0727
Have a registered nurse on duty 8 hours a day; and select a registered nurse to be the director of nurses on a full time basis.
E
2022-05-31
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
11
Owner
Role
Pct
From
Status
Source
FORVIS MAZARS LLP
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2019-07-16
current
pecos_ownership
REED, BART
5% OR GREATER INDIRECT OWNERSHIP INTEREST
100%
2019-07-16
current
pecos_ownership
BART REED
Individual has financial interest in both related organization and provider
—
2023-07-01
current
hcris_a_8_1
BK STRATEGIES REAL ESTATE LLC
Individual has financial interest in both related organization and provider
—
2024-07-01
current
hcris_a_8_1
IHS MANAGEMENT CONSULTANTS INC.
OPERATIONAL/MANAGERIAL CONTROL
—
2019-07-16
current
pecos_ownership
LIVINGSTON, JEFF
W-2 MANAGING EMPLOYEE
—
2019-07-16
current
pecos_ownership
BART REED
OPERATIONAL/MANAGERIAL CONTROL
100%
2019-07-16
ended 2026-05-18
pecos_ownership
BART REED
Individual has financial interest in both related organization and provider
—
2022-07-01
ended 2023-06-30
hcris_a_8_1
BART REED
Individual has financial interest in both related organization and provider
—
2020-07-01
ended 2021-06-30
hcris_a_8_1
BART REED
Individual has financial interest in both related organization and provider
—
2021-07-01
ended 2022-06-30
hcris_a_8_1
JEFF LIVINGSTON
W-2 MANAGING EMPLOYEE
—
2019-07-16
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
2025-06-30
$401,129
$240,779
—
—
—
4
propco
2024-06-30
$490,916
$233,162
—
—
—
4
propco
2023-06-30
$311,745
$84,192
—
—
—
4
propco
2022-06-30
$513,389
$280,458
—
—
—
4
propco
2021-06-30
$416,315
$151,273
—
—
—
3
propco
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
33
Geo
Kind
BR
Amount
As of
Source
county 40087
acs median gross
0
$871
2024-12-31
CENSUS_ACS5
county 40087
fmr
0
$939
2025-10-01
HUD_USER_FMR
county 40087
acs median gross
1
$814
2024-12-31
CENSUS_ACS5
county 40087
fmr
1
$1,017
2025-10-01
HUD_USER_FMR
county 40087
acs median gross
2
$890
2024-12-31
CENSUS_ACS5
county 40087
fmr
2
$1,244
2025-10-01
HUD_USER_FMR
county 40087
acs median gross
3
$1,173
2024-12-31
CENSUS_ACS5
county 40087
fmr
3
$1,675
2025-10-01
HUD_USER_FMR
county 40087
acs median gross
4
$1,447
2024-12-31
CENSUS_ACS5
county 40087
fmr
4
$1,857
2025-10-01
HUD_USER_FMR
county 40087
acs median gross
$954
2024-12-31
CENSUS_ACS5
county 40087
acs recent mover gross
$852
2024-12-31
CENSUS_ACS5
zcta 73080
acs median gross
1
$827
2024-12-31
CENSUS_ACS5
zcta 73080
acs median gross
2
$898
2024-12-31
CENSUS_ACS5
zcta 73080
acs median gross
3
$1,021
2024-12-31
CENSUS_ACS5
zcta 73080
acs median gross
4
$1,244
2024-12-31
CENSUS_ACS5
zcta 73080
acs median gross
$880
2024-12-31
CENSUS_ACS5
zcta 73080
acs recent mover gross
$713
2024-12-31
CENSUS_ACS5
zip 73080
payment standard 110
0
$858
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 90
0
$702
2025-10-01
HUD_USER_SAFMR
zip 73080
safmr
0
$780
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 110
1
$935
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 90
1
$765
2025-10-01
HUD_USER_SAFMR
zip 73080
safmr
1
$850
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 110
2
$1,144
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 90
2
$936
2025-10-01
HUD_USER_SAFMR
zip 73080
safmr
2
$1,040
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 110
3
$1,540
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 90
3
$1,260
2025-10-01
HUD_USER_SAFMR
zip 73080
safmr
3
$1,400
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 110
4
$1,705
2025-10-01
HUD_USER_SAFMR
zip 73080
payment standard 90
4
$1,395
2025-10-01
HUD_USER_SAFMR
zip 73080
safmr
4
$1,550
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.