600 W BLANCHARD AVENUE, SOUTH HUTCHINSON, KS 67505 · CCN 175379
Composite
69.4 / 100 percentile
Peer group
snf n = 14,684
Evidence depth
deep
Certified beds
100
Model
v1.2
Reads as: riskier than 69.4% 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
MILLER ROBERT
31 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
KS median
National median
National p25–p75
Total nurse
2.86
3.03
3.28
2.90–3.77
RN
0.29
0.44
0.39
0.25–0.58
Weekend total
2.66
2.87
3.11
—
Weekday total
2.94
3.10
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
76.4
2.86
0.29
0.76
1.80
2.66
0.0%
2025Q3
92
71.3
3.21
0.32
0.76
2.13
2.97
0.0%
2025Q2
91
72.7
3.18
0.39
0.71
2.09
3.01
0.0%
2025Q1
90
70.6
3.23
0.39
0.67
2.16
3.03
0.0%
2024Q4
92
66.6
1.21
0.14
0.24
0.82
1.08
0.0%
2024Q3
92
66.3
3.43
0.45
0.73
2.25
3.32
0.0%
2024Q2
91
68.5
3.30
0.40
0.76
2.14
3.07
0.0%
2024Q1
91
68.5
3.36
0.45
0.76
2.15
3.21
0.0%
2023Q4
92
76.9
2.91
0.40
0.61
1.90
2.66
0.0%
2023Q3
92
70.8
3.16
0.50
0.53
2.12
2.97
0.0%
2023Q2
91
70.7
3.29
0.52
0.55
2.23
3.05
0.0%
2023Q1
90
73.5
3.21
0.49
0.61
2.11
2.82
1.4%
2022Q4
92
64.9
3.54
0.57
0.75
2.22
3.13
8.8%
2022Q3
92
58.9
3.78
0.64
0.79
2.36
3.50
16.1%
2022Q2
91
56.8
3.04
0.66
0.03
2.35
2.76
15.8%
2022Q1
90
61.9
2.99
0.65
0.05
2.30
2.63
21.8%
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.
Ensure the transfer/discharge meets the resident's needs/preferences and that the resident is prepared for a safe transfer/discharge.
D
2025-09-25
2025-08-26
Health · complaint
F0628
Provide the required documentation or notification related to the resident's needs, appeal rights, or bed-hold policies.
D
2025-09-26
2025-01-15
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
2025-02-20
2025-01-15
Health · complaint
F0640
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
D
2025-02-20
2025-01-15
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
E
2025-02-20
2025-01-15
Health · complaint
F0693
Ensure that feeding tubes are not used unless there is a medical reason and the resident agrees; and provide appropriate care for a resident with a feeding tube.
D
2025-02-20
2025-01-15
Health · complaint
F0756
Ensure a licensed pharmacist perform a monthly drug regimen review, including the medical chart, following irregularity reporting guidelines in developed policies and procedures.
D
2025-02-20
2025-01-15
Health · complaint
F0757
Ensure each resident’s drug regimen must be free from unnecessary drugs.
D
2025-02-20
2025-01-15
Health · complaint
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.
D
2025-02-20
2025-01-15
Health · complaint
F0760
Ensure that residents are free from significant medication errors.
D
2025-02-20
2025-01-15
Health · complaint
F0849
Arrange for the provision of hospice services or assist the resident in transferring to a facility that will arrange for the provision of hospice services.
D
2025-02-20
2023-03-09
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2023-04-14
2023-03-09
Health
F0756
Ensure a licensed pharmacist perform a monthly drug regimen review, including the medical chart, following irregularity reporting guidelines in developed policies and procedures.
D
2023-04-14
2023-03-09
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2023-04-14
2023-03-09
Health
F0880
Provide and implement an infection prevention and control program.
F
2023-04-14
2021-09-08
Health
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2021-10-01
2021-09-08
Health
F0623
Provide timely notification to the resident, and if applicable to the resident representative and ombudsman, before transfer or discharge, including appeal rights.
D
2021-10-01
2021-09-08
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
2021-10-01
2021-09-08
Health
F0640
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
E
2021-10-01
2021-09-08
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
2021-10-01
2021-09-08
Health
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
2021-10-01
2021-09-08
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
D
2021-10-01
2021-09-08
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
F
2021-10-16
2021-09-08
Health
F0880
Provide and implement an infection prevention and control program.
D
2021-10-16
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
35
Owner
Role
Pct
From
Status
Source
MENNONITE FRIENDSHIP COMMUNITIES, INC
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
—
current
pecos_ownership
LEE, JANICE
CORPORATE DIRECTOR
—
2018-05-21
current
pecos_ownership
LIEPINS, RICHARD
OPERATIONAL/MANAGERIAL CONTROL
—
2025-03-01
current
pecos_ownership
LIEPINS, RICHARD
ADP OF THE SNF
—
2025-04-30
current
pecos_ownership
MARTENS, JORETTA
CORPORATE DIRECTOR
—
2021-05-17
current
pecos_ownership
MILLE, ROBERT
OPERATIONAL/MANAGERIAL CONTROL
—
2023-08-21
current
pecos_ownership
MILLER, ARLYN
CORPORATE DIRECTOR
—
2022-05-31
current
pecos_ownership
MILLER, MARTHA
CORPORATE DIRECTOR
—
2024-01-01
current
pecos_ownership
MILLER, MYRON
CORPORATE DIRECTOR
—
2022-05-16
current
pecos_ownership
MILLER, TIMOTHY
CORPORATE DIRECTOR
—
2022-05-31
current
pecos_ownership
MILLER, VERTON
CORPORATE DIRECTOR
—
2024-01-01
current
pecos_ownership
NISLY, J MARVIN
CORPORATE DIRECTOR
—
2022-05-16
current
pecos_ownership
NISLY, KEITH
CORPORATE DIRECTOR
—
2024-01-01
current
pecos_ownership
SCHMIDT, CHRIS
CORPORATE DIRECTOR
—
2024-01-01
current
pecos_ownership
VEH, DAWN
ADP OF THE SNF
—
2025-04-24
current
pecos_ownership
VEH, DAWN
CORPORATE DIRECTOR
—
2021-01-11
current
pecos_ownership
WEDEL, RUSSELL
CORPORATE OFFICER
—
2022-05-16
current
pecos_ownership
YODER, CALEB
CORPORATE DIRECTOR
—
2021-05-17
current
pecos_ownership
DAWN VEH
CORPORATE DIRECTOR
0%
2021-01-11
ended 2026-05-18
pecos_ownership
J MARVIN NISLY
CORPORATE DIRECTOR
0%
2022-05-16
ended 2026-05-18
pecos_ownership
JANICE LEE
CORPORATE DIRECTOR
0%
2018-05-21
ended 2026-05-18
pecos_ownership
JORETTA MARTENS
CORPORATE DIRECTOR
0%
2021-05-17
ended 2026-05-18
pecos_ownership
MYRON MILLER
CORPORATE DIRECTOR
0%
2022-05-16
ended 2026-05-18
pecos_ownership
ARLYN MILLER
CORPORATE DIRECTOR
—
2022-05-31
ended 2026-05-18
pecos_ownership
CALEB YODER
CORPORATE DIRECTOR
—
2021-05-17
ended 2026-05-18
pecos_ownership
CHRIS SCHMIDT
CORPORATE DIRECTOR
—
2024-01-01
ended 2026-05-18
pecos_ownership
DAWN VEH
ADP OF THE SNF
—
2025-04-24
ended 2026-05-18
pecos_ownership
KEITH NISLY
CORPORATE DIRECTOR
—
2024-01-01
ended 2026-05-18
pecos_ownership
MARTHA MILLER
CORPORATE DIRECTOR
—
2024-01-01
ended 2026-05-18
pecos_ownership
RICHARD LIEPINS
ADP OF THE SNF
—
2025-04-30
ended 2026-05-18
pecos_ownership
RICHARD LIEPINS
OPERATIONAL/MANAGERIAL CONTROL
—
2025-03-01
ended 2026-05-18
pecos_ownership
ROBERT MILLE
OPERATIONAL/MANAGERIAL CONTROL
—
2023-08-21
ended 2026-05-18
pecos_ownership
RUSSELL WEDEL
CORPORATE OFFICER
—
2022-05-16
ended 2026-05-18
pecos_ownership
TIMOTHY MILLER
CORPORATE DIRECTOR
—
2022-05-31
ended 2026-05-18
pecos_ownership
VERTON MILLER
CORPORATE DIRECTOR
—
2024-01-01
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
$18,792
—
—
—
$9,259
1
—
2023-12-31
$11,306
—
—
—
$8,539
1
—
2022-12-31
$10,881
—
—
—
$7,601
1
—
2021-12-31
$10,018
—
—
—
$8,252
1
—
2020-12-31
$10,498
—
—
—
$8,136
1
—
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
32
Geo
Kind
BR
Amount
As of
Source
county 20155
acs median gross
0
$565
2024-12-31
CENSUS_ACS5
county 20155
fmr
0
$660
2025-10-01
HUD_USER_FMR
county 20155
acs median gross
1
$645
2024-12-31
CENSUS_ACS5
county 20155
fmr
1
$729
2025-10-01
HUD_USER_FMR
county 20155
acs median gross
2
$896
2024-12-31
CENSUS_ACS5
county 20155
fmr
2
$957
2025-10-01
HUD_USER_FMR
county 20155
acs median gross
3
$1,113
2024-12-31
CENSUS_ACS5
county 20155
fmr
3
$1,168
2025-10-01
HUD_USER_FMR
county 20155
acs median gross
4
$971
2024-12-31
CENSUS_ACS5
county 20155
fmr
4
$1,326
2025-10-01
HUD_USER_FMR
county 20155
acs median gross
5
$1,737
2024-12-31
CENSUS_ACS5
county 20155
acs median gross
$863
2024-12-31
CENSUS_ACS5
county 20155
acs recent mover gross
$804
2024-12-31
CENSUS_ACS5
zcta 67505
acs median gross
1
$450
2024-12-31
CENSUS_ACS5
zcta 67505
acs median gross
2
$700
2024-12-31
CENSUS_ACS5
zcta 67505
acs median gross
3
$1,293
2024-12-31
CENSUS_ACS5
zcta 67505
acs median gross
$602
2024-12-31
CENSUS_ACS5
zip 67505
payment standard 110
0
$660
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 90
0
$540
2025-10-01
HUD_USER_SAFMR
zip 67505
safmr
0
$600
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 110
1
$737
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 90
1
$603
2025-10-01
HUD_USER_SAFMR
zip 67505
safmr
1
$670
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 110
2
$968
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 90
2
$792
2025-10-01
HUD_USER_SAFMR
zip 67505
safmr
2
$880
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 110
3
$1,177
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 90
3
$963
2025-10-01
HUD_USER_SAFMR
zip 67505
safmr
3
$1,070
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 110
4
$1,331
2025-10-01
HUD_USER_SAFMR
zip 67505
payment standard 90
4
$1,089
2025-10-01
HUD_USER_SAFMR
zip 67505
safmr
4
$1,210
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.