Reads as: riskier than 62.9% 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 spans multiple chains
6 chains
SMITH KIMBERLY
9 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 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
3.82
3.42
3.28
2.90–3.77
RN
0.68
0.45
0.39
0.25–0.58
Weekend total
3.62
3.31
3.11
—
Weekday total
3.90
3.48
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
133.9
3.82
0.68
0.81
2.34
3.62
0.0%
2025Q3
92
131.4
3.70
0.62
0.91
2.17
3.54
0.0%
2025Q2
91
132.9
3.75
0.51
0.94
2.30
3.60
0.8%
2025Q1
90
131.1
3.88
0.56
0.94
2.38
3.67
0.0%
2024Q4
92
118.7
4.02
0.61
0.94
2.47
3.84
1.1%
2024Q3
92
101.6
3.78
0.57
0.88
2.33
3.52
0.0%
2024Q2
91
95.9
3.74
0.52
0.97
2.25
3.38
0.0%
2024Q1
91
90.1
3.74
0.52
0.94
2.28
3.49
0.6%
2023Q4
92
87.7
3.82
0.49
1.02
2.31
3.52
0.0%
2023Q3
92
88.4
3.77
0.36
1.04
2.38
3.63
0.0%
2023Q2
91
93.3
3.94
0.43
1.03
2.47
3.65
0.0%
2023Q1
90
98.1
3.88
0.43
1.12
2.33
3.62
3.9%
2022Q4
92
92.3
4.08
0.40
1.23
2.45
3.71
8.4%
2022Q3
92
78.7
4.27
0.43
1.34
2.50
4.01
9.8%
2022Q2
91
59.3
4.80
0.58
1.48
2.74
4.33
1.1%
2022Q1
90
52.6
4.54
0.36
1.57
2.61
4.22
5.2%
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
16
D × 9E × 5F × 2
deficiencies by survey year
Survey
Type
Tag
Deficiency
Scope
Corrected
2025-07-31
Health
F0644
Coordinate assessments with the pre-admission screening and resident review program; and referring for services as needed.
E
2025-08-31
2025-07-31
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
2025-08-31
2025-07-31
Health
F0692
Provide enough food/fluids to maintain a resident's health.
D
2025-08-31
2023-04-27
Health
F0558
Reasonably accommodate the needs and preferences of each resident.
D
2023-05-26
2023-04-27
Health
F0561
Honor the resident's right to and the facility must promote and facilitate resident self-determination through support of resident choice.
E
2023-05-26
2023-04-27
Health
F0625
Notify the resident or the resident’s representative in writing how long the nursing home will hold the resident’s bed in cases of transfer to a hospital or therapeutic leave.
D
2023-05-26
2023-04-27
Health
F0644
Coordinate assessments with the pre-admission screening and resident review program; and referring for services as needed.
D
2023-05-26
2023-04-27
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
2023-05-26
2023-04-27
Health
F0688
Provide appropriate care for a resident to maintain and/or improve range of motion (ROM), limited ROM and/or mobility, unless a decline is for a medical reason.
D
2023-05-26
2023-04-27
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
2023-05-26
2023-04-27
Health
F0759
Ensure medication error rates are not 5 percent or greater.
D
2023-05-26
2023-04-27
Health
F0801
Employ sufficient staff with the appropriate competencies and skills sets to carry out the functions of the food and nutrition service, including a qualified dietician.
D
2023-05-26
2023-04-27
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2023-05-26
2023-04-27
Health
F0814
Dispose of garbage and refuse properly.
F
2023-05-26
2023-04-27
Health
F0847
Inform resident or representatives choice to enter into binding arbitration agreement and right to refuse.
E
2023-05-26
2023-04-27
Health
F0848
Provide a neutral and fair arbitration process and agree to arbitrator and venue.
E
2023-05-26
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
10
Owner
Role
Pct
From
Status
Source
OTT, DWIGHT
CORPORATE OFFICER
—
2017-06-28
current
pecos_ownership
OTT, GARY
CORPORATE OFFICER
—
2017-06-28
current
pecos_ownership
OTT, RYAN
CORPORATE OFFICER
—
2017-06-28
current
pecos_ownership
SMITH, KIMBERLY
CORPORATE DIRECTOR
—
2020-11-30
current
pecos_ownership
TENDER LOVING CARE MANAGEMENT INC
OPERATIONAL/MANAGERIAL CONTROL
—
2017-06-28
current
pecos_ownership
KIMBERLY SMITH
W-2 MANAGING EMPLOYEE
100%
2020-11-30
ended 2026-05-18
pecos_ownership
GARY OTT
5% OR GREATER DIRECT OWNERSHIP INTEREST
52%
2017-06-28
ended 2026-05-18
pecos_ownership
OTT FAMILY TRUST
5% OR GREATER DIRECT OWNERSHIP INTEREST
15%
2017-06-28
ended 2026-05-18
pecos_ownership
RYAN OTT
CORPORATE OFFICER
13%
2017-06-28
ended 2026-05-18
pecos_ownership
DWIGHT OTT
5% OR GREATER DIRECT OWNERSHIP INTEREST
10%
2017-06-28
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
4
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-12-31
$557,526
—
—
—
$87,176
0
—
2023-12-31
$450,519
—
—
—
$63,331
0
—
2022-12-31
$315,657
—
—
—
$34,358
0
—
2021-12-31
$55,717
—
—
—
$6,714
0
—
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
34
Geo
Kind
BR
Amount
As of
Source
county 12101
acs median gross
0
$1,298
2024-12-31
CENSUS_ACS5
county 12101
fmr
0
$1,593
2025-10-01
HUD_USER_FMR
county 12101
acs median gross
1
$1,182
2024-12-31
CENSUS_ACS5
county 12101
fmr
1
$1,696
2025-10-01
HUD_USER_FMR
county 12101
acs median gross
2
$1,371
2024-12-31
CENSUS_ACS5
county 12101
fmr
2
$1,977
2025-10-01
HUD_USER_FMR
county 12101
acs median gross
3
$1,768
2024-12-31
CENSUS_ACS5
county 12101
fmr
3
$2,527
2025-10-01
HUD_USER_FMR
county 12101
acs median gross
4
$2,544
2024-12-31
CENSUS_ACS5
county 12101
fmr
4
$3,077
2025-10-01
HUD_USER_FMR
county 12101
acs median gross
5
$2,709
2024-12-31
CENSUS_ACS5
county 12101
acs median gross
$1,505
2024-12-31
CENSUS_ACS5
county 12101
acs recent mover gross
$1,919
2024-12-31
CENSUS_ACS5
zcta 33544
acs median gross
1
$1,874
2024-12-31
CENSUS_ACS5
zcta 33544
acs median gross
2
$1,955
2024-12-31
CENSUS_ACS5
zcta 33544
acs median gross
3
$1,959
2024-12-31
CENSUS_ACS5
zcta 33544
acs median gross
4
$2,650
2024-12-31
CENSUS_ACS5
zcta 33544
acs median gross
$1,979
2024-12-31
CENSUS_ACS5
zcta 33544
acs recent mover gross
$1,960
2024-12-31
CENSUS_ACS5
zip 33544
payment standard 110
0
$2,343
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 90
0
$1,917
2025-10-01
HUD_USER_SAFMR
zip 33544
safmr
0
$2,130
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 110
1
$2,486
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 90
1
$2,034
2025-10-01
HUD_USER_SAFMR
zip 33544
safmr
1
$2,260
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 110
2
$2,904
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 90
2
$2,376
2025-10-01
HUD_USER_SAFMR
zip 33544
safmr
2
$2,640
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 110
3
$3,718
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 90
3
$3,042
2025-10-01
HUD_USER_SAFMR
zip 33544
safmr
3
$3,380
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 110
4
$4,521
2025-10-01
HUD_USER_SAFMR
zip 33544
payment standard 90
4
$3,699
2025-10-01
HUD_USER_SAFMR
zip 33544
safmr
4
$4,110
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.