Reads as: riskier than 55.9% 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
1
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet enforcement cluster
40% fined
UNITED HEALTH SERVICES OF FLORIDA INC
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
FL median
National median
National p25–p75
Total nurse
3.51
3.42
3.28
2.90–3.77
RN
0.64
0.45
0.39
0.25–0.58
Weekend total
3.15
3.31
3.11
—
Weekday total
3.65
3.48
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
93.1
3.51
0.64
0.73
2.13
3.15
0.0%
2025Q3
92
93.9
3.53
0.62
0.78
2.13
3.22
0.0%
2025Q2
91
95.2
3.39
0.72
0.67
2.00
3.10
0.0%
2025Q1
90
92.2
3.34
0.63
0.71
2.00
3.19
0.0%
2024Q4
92
90.5
3.36
0.59
0.80
1.98
3.20
0.0%
2024Q3
92
99.0
3.33
0.55
0.82
1.97
3.15
0.0%
2024Q2
91
94.3
3.35
0.47
0.91
1.98
3.21
0.0%
2024Q1
91
95.0
3.37
0.45
0.93
1.99
3.19
0.0%
2023Q4
92
93.6
3.46
0.48
0.94
2.04
3.33
0.0%
2023Q3
92
97.6
3.37
0.53
0.79
2.05
3.27
0.0%
2023Q2
91
94.5
3.43
0.44
0.88
2.11
3.28
0.0%
2023Q1
90
98.4
3.34
0.30
0.97
2.07
3.15
0.0%
2022Q4
92
99.5
3.40
0.24
1.09
2.07
3.21
0.0%
2022Q3
92
92.1
3.86
0.34
1.18
2.35
3.54
0.0%
2022Q2
91
87.8
4.00
0.29
1.28
2.43
3.78
0.0%
2022Q1
90
72.9
5.10
0.35
1.62
3.13
4.58
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
7
D × 7
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2025-08-14
Health · complaint
F0609
Timely report suspected abuse, neglect, or theft and report the results of the investigation to proper authorities.
D
2025-09-29
2025-04-09
Health
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2025-05-22
2025-04-09
Health
F0554
Allow residents to self-administer drugs if determined clinically appropriate.
D
2025-05-22
2025-04-09
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.
D
2025-05-22
2025-04-09
Health
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
D
2025-05-22
2025-04-09
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
2025-05-22
2022-10-27
Health
F0554
Allow residents to self-administer drugs if determined clinically appropriate.
D
2022-11-27
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
20
Owner
Role
Pct
From
Status
Source
UNITED HEALTH SERVICES OF FLORIDA, INC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
100%
2014-10-16
current
pecos_ownership
PRUITTHEALTH - NORTHWEST FLORIDA LLC
5% OR GREATER DIRECT OWNERSHIP INTEREST
99%
2014-10-16
current
pecos_ownership
BELL, SCOTT
W-2 MANAGING EMPLOYEE
—
2020-02-09
current
pecos_ownership
HAMILTON, RENEE
W-2 MANAGING EMPLOYEE
—
2021-12-27
current
pecos_ownership
JACKSON, CHARLES
W-2 MANAGING EMPLOYEE
—
2021-10-15
current
pecos_ownership
MERRICK, LOUISE
W-2 MANAGING EMPLOYEE
—
2021-07-15
current
pecos_ownership
PRUITT, NEIL
CORPORATE DIRECTOR
—
2014-10-16
current
pecos_ownership
WRAY, AMANDA
W-2 MANAGING EMPLOYEE
—
2020-03-30
current
pecos_ownership
AMANDA WRAY
W-2 MANAGING EMPLOYEE
100%
2020-03-30
ended 2026-05-18
pecos_ownership
CHARLES JACKSON
W-2 MANAGING EMPLOYEE
100%
2021-10-15
ended 2026-05-18
pecos_ownership
LOUISE MERRICK
W-2 MANAGING EMPLOYEE
100%
2021-07-15
ended 2026-05-18
pecos_ownership
NEIL PRUITT
CORPORATE DIRECTOR
100%
2014-10-16
ended 2026-05-18
pecos_ownership
RENEE HAMILTON
W-2 MANAGING EMPLOYEE
100%
2021-12-27
ended 2026-05-18
pecos_ownership
SCOTT BELL
W-2 MANAGING EMPLOYEE
100%
2020-02-09
ended 2026-05-18
pecos_ownership
UHS-PRUITT HOLDINGS, INC.
5% OR GREATER INDIRECT OWNERSHIP INTEREST
100%
2014-10-16
ended 2026-05-18
pecos_ownership
UNITED HEALTH SERVICES INC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
100%
2014-10-16
ended 2026-05-18
pecos_ownership
NEIL L PRUITT JR TRUST
5% OR GREATER INDIRECT OWNERSHIP INTEREST
35%
2014-10-16
ended 2026-05-18
pecos_ownership
J PAIGE PRUITT TRUST
5% OR GREATER INDIRECT OWNERSHIP INTEREST
29%
2014-10-16
ended 2026-05-18
pecos_ownership
LISA P HAMBY TRUST
5% OR GREATER INDIRECT OWNERSHIP INTEREST
26%
2014-10-16
ended 2026-05-18
pecos_ownership
PRUITTHEALTH INC
OTHER
0%
2014-10-16
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
$3,871,563
$1,275,083
$406,468
$1,440,773
$294,156
9
—
2024-06-30
$3,261,973
$997,190
$398,802
$1,262,389
$234,225
9
—
2023-06-30
$4,017,668
$1,820,476
$389,896
$1,185,453
$241,758
9
—
2022-06-30
$3,364,026
$1,419,234
$401,909
$930,660
$361,695
9
—
2021-06-30
$2,928,422
$1,272,926
$309,047
$941,569
$243,218
7
—
Cost-report related-party spend by fiscal year. has_propco flags real-estate counterparties.
Transactions
0
No transactions on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
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
35
Geo
Kind
BR
Amount
As of
Source
county 12005
acs median gross
0
$1,248
2024-12-31
CENSUS_ACS5
county 12005
fmr
0
$1,426
2025-10-01
HUD_USER_FMR
county 12005
acs median gross
1
$1,390
2024-12-31
CENSUS_ACS5
county 12005
fmr
1
$1,480
2025-10-01
HUD_USER_FMR
county 12005
acs median gross
2
$1,415
2024-12-31
CENSUS_ACS5
county 12005
fmr
2
$1,682
2025-10-01
HUD_USER_FMR
county 12005
acs median gross
3
$1,684
2024-12-31
CENSUS_ACS5
county 12005
fmr
3
$2,169
2025-10-01
HUD_USER_FMR
county 12005
acs median gross
4
$2,118
2024-12-31
CENSUS_ACS5
county 12005
fmr
4
$2,689
2025-10-01
HUD_USER_FMR
county 12005
acs median gross
5
$2,295
2024-12-31
CENSUS_ACS5
county 12005
acs median gross
$1,484
2024-12-31
CENSUS_ACS5
county 12005
acs recent mover gross
$1,710
2024-12-31
CENSUS_ACS5
zcta 32405
acs median gross
0
$1,093
2024-12-31
CENSUS_ACS5
zcta 32405
acs median gross
1
$1,478
2024-12-31
CENSUS_ACS5
zcta 32405
acs median gross
2
$1,401
2024-12-31
CENSUS_ACS5
zcta 32405
acs median gross
3
$1,593
2024-12-31
CENSUS_ACS5
zcta 32405
acs median gross
4
$1,758
2024-12-31
CENSUS_ACS5
zcta 32405
acs median gross
$1,467
2024-12-31
CENSUS_ACS5
zcta 32405
acs recent mover gross
$1,569
2024-12-31
CENSUS_ACS5
zip 32405
payment standard 110
0
$1,584
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 90
0
$1,296
2025-10-01
HUD_USER_SAFMR
zip 32405
safmr
0
$1,440
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 110
1
$1,650
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 90
1
$1,350
2025-10-01
HUD_USER_SAFMR
zip 32405
safmr
1
$1,500
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 110
2
$1,870
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 90
2
$1,530
2025-10-01
HUD_USER_SAFMR
zip 32405
safmr
2
$1,700
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 110
3
$2,409
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 90
3
$1,971
2025-10-01
HUD_USER_SAFMR
zip 32405
safmr
3
$2,190
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 110
4
$2,992
2025-10-01
HUD_USER_SAFMR
zip 32405
payment standard 90
4
$2,448
2025-10-01
HUD_USER_SAFMR
zip 32405
safmr
4
$2,720
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.