Reads as: riskier than 72.5% 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 risk far above national
+23.4 vs natl
PLATSCHEK RICHARD
15 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 lease_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
7
2025Q4 HPRD
This facility
FL median
National median
National p25–p75
Total nurse
3.11
3.42
3.28
2.90–3.77
RN
0.43
0.45
0.39
0.25–0.58
Weekend total
3.13
3.31
3.11
—
Weekday total
3.11
3.48
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
115.7
3.11
0.43
0.54
2.15
3.13
1.5%
2025Q3
92
115.8
3.09
0.47
0.51
2.11
3.06
0.0%
2025Q2
91
115.4
3.14
0.48
0.53
2.13
3.18
0.0%
2025Q1
90
114.6
3.14
0.43
0.59
2.12
3.28
0.0%
2024Q4
92
104.1
3.33
0.50
0.60
2.22
3.36
0.0%
2024Q3
92
83.8
3.51
0.46
0.81
2.25
3.22
0.0%
2024Q2
91
45.7
3.70
0.70
0.67
2.32
3.50
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
15
D × 14E × 1
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2026-01-08
Health
F0554
Allow residents to self-administer drugs if determined clinically appropriate.
D
2026-02-04
2026-01-08
Health
F0561
Honor the resident's right to and the facility must promote and facilitate resident self-determination through support of resident choice.
D
2026-02-04
2026-01-08
Health · complaint
F0627
Ensure the transfer/discharge meets the resident's needs/preferences and that the resident is prepared for a safe transfer/discharge.
D
2026-02-04
2026-01-08
Health · complaint
F0628
Provide the required documentation or notification related to the resident's needs, appeal rights, or bed-hold policies.
D
2026-02-04
2026-01-08
Health
F0645
PASARR screening for Mental disorders or Intellectual Disabilities
D
2026-02-04
2026-01-08
Health
F0677
Provide care and assistance to perform activities of daily living for any resident who is unable.
D
2026-02-04
2026-01-08
Health
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
D
2026-02-04
2026-01-08
Health · complaint
F0690
Provide appropriate care for residents who are continent or incontinent of bowel/bladder, appropriate catheter care, and appropriate care to prevent urinary tract infections.
D
2026-02-04
2026-01-08
Health
F0692
Provide enough food/fluids to maintain a resident's health.
D
2026-02-04
2026-01-08
Health
F0759
Ensure medication error rates are not 5 percent or greater.
D
2026-02-04
2026-01-08
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
D
2026-02-04
2024-09-05
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.
D
2024-09-30
2024-09-05
Health · complaint
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
D
2024-09-30
2024-09-05
Health · complaint
F0698
Provide safe, appropriate dialysis care/services for a resident who requires such services.
D
2024-09-30
2024-09-05
Health · complaint
F0880
Provide and implement an infection prevention and control program.
E
2024-09-30
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
12
Owner
Role
Pct
From
Status
Source
BRANDON HEALTH MEMBER LLC
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2022-04-01
current
pecos_ownership
CREA BRANDON-C LLC
Corporation, partnership or other organization has financial interest in provider
100%
2024-01-01
current
hcris_a_8_1
FLNHO CAPITAL GROUP LLC
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2022-04-01
current
pecos_ownership
ORNSTEIN, MARTON
5% OR GREATER INDIRECT OWNERSHIP INTEREST
25%
2022-04-01
current
pecos_ownership
PLATSCHEK, RICHARD
5% OR GREATER INDIRECT OWNERSHIP INTEREST
6%
2022-04-01
current
pecos_ownership
LUCADANO, KIMBERLY
W-2 MANAGING EMPLOYEE
—
2022-04-01
current
pecos_ownership
KIMBERLY LUCADANO
W-2 MANAGING EMPLOYEE
100%
2022-04-01
ended 2026-05-18
pecos_ownership
BENJAMIN LANDA
5% OR GREATER INDIRECT OWNERSHIP INTEREST
33%
2022-04-01
ended 2026-05-18
pecos_ownership
JOEL ZUPNICK
5% OR GREATER INDIRECT OWNERSHIP INTEREST
25%
2022-04-01
ended 2026-05-18
pecos_ownership
MARTON ORNSTEIN
5% OR GREATER INDIRECT OWNERSHIP INTEREST
25%
2022-04-01
ended 2026-05-18
pecos_ownership
JOSEPH ORGEL
5% OR GREATER INDIRECT OWNERSHIP INTEREST
10%
2022-04-01
ended 2026-05-18
pecos_ownership
RICHARD PLATSCHEK
5% OR GREATER INDIRECT OWNERSHIP INTEREST
6%
2022-04-01
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
1
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-12-31
$1,280,235
—
$8,609
—
$112,080
11
propco
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 12057
acs median gross
0
$1,424
2024-12-31
CENSUS_ACS5
county 12057
fmr
0
$1,593
2025-10-01
HUD_USER_FMR
county 12057
acs median gross
1
$1,408
2024-12-31
CENSUS_ACS5
county 12057
fmr
1
$1,696
2025-10-01
HUD_USER_FMR
county 12057
acs median gross
2
$1,671
2024-12-31
CENSUS_ACS5
county 12057
fmr
2
$1,977
2025-10-01
HUD_USER_FMR
county 12057
acs median gross
3
$1,895
2024-12-31
CENSUS_ACS5
county 12057
fmr
3
$2,527
2025-10-01
HUD_USER_FMR
county 12057
acs median gross
4
$2,257
2024-12-31
CENSUS_ACS5
county 12057
fmr
4
$3,077
2025-10-01
HUD_USER_FMR
county 12057
acs median gross
5
$2,604
2024-12-31
CENSUS_ACS5
county 12057
acs median gross
$1,667
2024-12-31
CENSUS_ACS5
county 12057
acs recent mover gross
$1,939
2024-12-31
CENSUS_ACS5
zcta 33510
acs median gross
0
$1,589
2024-12-31
CENSUS_ACS5
zcta 33510
acs median gross
1
$1,079
2024-12-31
CENSUS_ACS5
zcta 33510
acs median gross
2
$1,361
2024-12-31
CENSUS_ACS5
zcta 33510
acs median gross
3
$1,865
2024-12-31
CENSUS_ACS5
zcta 33510
acs median gross
4
$2,123
2024-12-31
CENSUS_ACS5
zcta 33510
acs median gross
$1,483
2024-12-31
CENSUS_ACS5
zcta 33510
acs recent mover gross
$1,835
2024-12-31
CENSUS_ACS5
zip 33510
payment standard 110
0
$1,650
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 90
0
$1,350
2025-10-01
HUD_USER_SAFMR
zip 33510
safmr
0
$1,500
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 110
1
$1,760
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 90
1
$1,440
2025-10-01
HUD_USER_SAFMR
zip 33510
safmr
1
$1,600
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 110
2
$2,046
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 90
2
$1,674
2025-10-01
HUD_USER_SAFMR
zip 33510
safmr
2
$1,860
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 110
3
$2,618
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 90
3
$2,142
2025-10-01
HUD_USER_SAFMR
zip 33510
safmr
3
$2,380
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 110
4
$3,179
2025-10-01
HUD_USER_SAFMR
zip 33510
payment standard 90
4
$2,601
2025-10-01
HUD_USER_SAFMR
zip 33510
safmr
4
$2,890
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.