915 West First Street, Sumner, IA 50674 · CCN 165502
Composite
15.1 / 100 percentile
Peer group
snf n = 14,684
Evidence depth
deep
Certified beds
61
Model
v1.2
Reads as: riskier than 15.1% 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
7 chains
BRIGHTON CONSULTING GROUP LLC
17 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
IA median
National median
National p25–p75
Total nurse
3.36
3.15
3.28
2.90–3.77
RN
0.44
0.46
0.39
0.25–0.58
Weekend total
3.05
2.96
3.11
—
Weekday total
3.48
3.20
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
48.2
3.36
0.44
0.42
2.50
3.05
17.1%
2025Q3
92
44.3
3.15
0.34
0.47
2.34
2.79
3.3%
2025Q2
91
44.7
3.32
0.34
0.51
2.47
3.02
3.5%
2025Q1
90
43.9
3.28
0.35
0.40
2.53
3.06
1.0%
2024Q4
92
44.3
3.40
0.35
0.48
2.57
2.96
9.5%
2024Q3
92
42.6
3.57
0.38
0.47
2.71
3.30
11.7%
2024Q2
91
46.6
3.48
0.32
0.66
2.50
3.32
10.5%
2024Q1
91
50.9
3.16
0.32
0.52
2.31
2.87
14.6%
2023Q4
92
51.8
3.25
0.36
0.48
2.40
3.11
30.1%
2023Q3
92
51.0
2.90
0.37
0.38
2.15
2.68
17.7%
2023Q2
91
53.2
2.91
0.25
0.56
2.09
2.63
9.2%
2023Q1
90
53.4
2.78
0.25
0.50
2.03
2.56
4.6%
2022Q4
92
50.4
2.47
0.18
0.47
1.81
2.36
18.1%
2022Q3
92
48.5
2.47
0.28
0.40
1.80
2.32
17.3%
2022Q2
91
46.2
2.45
0.29
0.35
1.81
2.27
16.1%
2022Q1
90
42.1
3.24
0.30
0.57
2.37
2.92
32.3%
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.
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
B
2025-05-19
2025-02-27
Health · complaint
F0585
Honor the resident's right to voice grievances without discrimination or reprisal and the facility must establish a grievance policy and make prompt efforts to resolve grievances.
D
2025-02-28
2025-02-27
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
G
2025-03-11
2025-02-27
Health · complaint
F0697
Provide safe, appropriate pain management for a resident who requires such services.
D
2025-03-11
2025-02-27
Health · complaint
F0710
Obtain a doctor's order to admit a resident and ensure the resident is under a doctor's care.
D
2025-02-28
2024-06-20
Health
F0658
Ensure services provided by the nursing facility meet professional standards of quality.
D
2024-07-08
2024-06-20
Health
F0868
Have the Quality Assessment and Assurance group have the required members and meet at least quarterly
B
2024-07-08
2024-06-20
Health
F0943
Give their staff education on dementia care, and what abuse, neglect, and exploitation are; and how to report abuse, neglect, and exploitation.
D
2024-07-08
2024-05-30
Health · complaint
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2024-06-04
2024-05-30
Health · complaint
F0658
Ensure services provided by the nursing facility meet professional standards of quality.
D
2024-06-04
2024-04-25
Health · complaint
F0658
Ensure services provided by the nursing facility meet professional standards of quality.
G
2024-06-04
2023-02-23
Health
F0640
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
D
2023-03-06
2023-02-23
Health
F0641
Ensure each resident receives an accurate assessment.
D
2023-03-06
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
52
Owner
Role
Pct
From
Status
Source
ADAMS, RUSSELL
OPERATIONAL/MANAGERIAL CONTROL
—
2024-02-01
current
pecos_ownership
ADAMS, RUSSELL
ADP OF THE SNF
—
2026-02-10
current
pecos_ownership
BERGMANN, BONNIE
CORPORATE OFFICER
—
2022-04-01
current
pecos_ownership
BOHLE, RON
CORPORATE DIRECTOR
—
2024-04-01
current
pecos_ownership
BRIGHTON CONSULTING GROUP LLC
ADP OF THE SNF
—
2024-10-01
current
pecos_ownership
DIERS, ELIZABETH
OPERATIONAL/MANAGERIAL CONTROL
—
2007-11-05
current
pecos_ownership
DIERS, ELIZABETH
ADP OF THE SNF
—
2026-02-10
current
pecos_ownership
DORNBUSCH COMPUTING LLC
ADP OF THE SNF
—
2024-06-18
current
pecos_ownership
DUGAN, LARISSA
OPERATIONAL/MANAGERIAL CONTROL
—
2022-11-21
current
pecos_ownership
EDWARDS, DEBORAH
ADP OF THE SNF
—
2022-08-01
current
pecos_ownership
FOX REHAB OT IA LLC
ADP OF THE SNF
—
2024-06-30
current
pecos_ownership
FOX REHAB PT IA PLLC
ADP OF THE SNF
—
2024-06-30
current
pecos_ownership
FOX REHAB SLP IA PLLC
ADP OF THE SNF
—
2024-06-30
current
pecos_ownership
GOODENBOUR, MARK
OPERATIONAL/MANAGERIAL CONTROL
—
2019-10-07
current
pecos_ownership
HIRSCH, RAVEN
OPERATIONAL/MANAGERIAL CONTROL
—
2014-04-21
current
pecos_ownership
HOVEY, JENNIFER
OPERATIONAL/MANAGERIAL CONTROL
—
2022-08-04
current
pecos_ownership
KUHLMAN, KEITH
CORPORATE DIRECTOR
—
2023-03-10
current
pecos_ownership
MAIFELD, WENDI
CORPORATE DIRECTOR
—
2020-04-01
current
pecos_ownership
MATTKE, DUSTIN
CORPORATE DIRECTOR
—
2024-04-01
current
pecos_ownership
MEYER, KEVIN
CORPORATE DIRECTOR
—
2025-04-01
current
pecos_ownership
MEYER, NANCY
CORPORATE OFFICER
—
2010-04-01
current
pecos_ownership
NIELSEN, SHERRY
OPERATIONAL/MANAGERIAL CONTROL
—
—
current
pecos_ownership
NORTHEAST SECURITY BANK
ADP OF THE SNF
—
2023-05-01
current
pecos_ownership
PM ACQUISITION LLC
ADP OF THE SNF
—
2022-03-31
current
pecos_ownership
RYUN, GIVENS & COMPANY, P.C.
ADP OF THE SNF
—
2025-01-20
current
pecos_ownership
SCHWAKE, WILLIAM
CORPORATE OFFICER
—
2020-04-01
current
pecos_ownership
SHEEHASE, SHERYLANN
CORPORATE DIRECTOR
—
2024-04-01
current
pecos_ownership
SMITH, RANDALL
CORPORATE DIRECTOR
—
2023-04-01
current
pecos_ownership
TUCKER, JANE
CORPORATE DIRECTOR
—
2010-04-01
current
pecos_ownership
WEDEMEIER, DWIGHT
CORPORATE DIRECTOR
—
2022-04-01
current
pecos_ownership
BONNIE BERGMANN
CORPORATE OFFICER
—
2022-04-01
ended 2026-05-18
pecos_ownership
DEBORAH EDWARDS
ADP OF THE SNF
—
2022-08-01
ended 2026-05-18
pecos_ownership
DUSTIN MATTKE
CORPORATE DIRECTOR
—
2024-04-01
ended 2026-05-18
pecos_ownership
DWIGHT WEDEMEIER
CORPORATE DIRECTOR
—
2022-04-01
ended 2026-05-18
pecos_ownership
ELIZABETH DIERS
ADP OF THE SNF
—
2026-02-10
ended 2026-05-18
pecos_ownership
ELIZABETH DIERS
OPERATIONAL/MANAGERIAL CONTROL
—
2007-11-05
ended 2026-05-18
pecos_ownership
JANE TUCKER
CORPORATE DIRECTOR
—
2010-04-01
ended 2026-05-18
pecos_ownership
JENNIFER HOVEY
OPERATIONAL/MANAGERIAL CONTROL
—
2022-08-04
ended 2026-05-18
pecos_ownership
KEITH KUHLMAN
CORPORATE DIRECTOR
—
2023-03-10
ended 2026-05-18
pecos_ownership
KEVIN MEYER
CORPORATE DIRECTOR
—
2025-04-01
ended 2026-05-18
pecos_ownership
LARISSA DUGAN
OPERATIONAL/MANAGERIAL CONTROL
—
2022-11-21
ended 2026-05-18
pecos_ownership
MARK GOODENBOUR
OPERATIONAL/MANAGERIAL CONTROL
—
2019-10-07
ended 2026-05-18
pecos_ownership
NANCY MEYER
CORPORATE OFFICER
—
2010-04-01
ended 2026-05-18
pecos_ownership
RANDALL SMITH
CORPORATE DIRECTOR
—
2023-04-01
ended 2026-05-18
pecos_ownership
RAVEN HIRSCH
OPERATIONAL/MANAGERIAL CONTROL
—
2014-04-21
ended 2026-05-18
pecos_ownership
RON BOHLE
CORPORATE DIRECTOR
—
2024-04-01
ended 2026-05-18
pecos_ownership
RUSSELL ADAMS
ADP OF THE SNF
—
2026-02-10
ended 2026-05-18
pecos_ownership
RUSSELL ADAMS
OPERATIONAL/MANAGERIAL CONTROL
—
2024-02-01
ended 2026-05-18
pecos_ownership
SHERRY NIELSEN
OPERATIONAL/MANAGERIAL CONTROL
—
—
ended 2026-05-18
pecos_ownership
SHERYLANN SHEEHASE
CORPORATE DIRECTOR
—
2024-04-01
ended 2026-05-18
pecos_ownership
WENDI MAIFELD
CORPORATE DIRECTOR
—
2020-04-01
ended 2026-05-18
pecos_ownership
WILLIAM SCHWAKE
CORPORATE OFFICER
—
2020-04-01
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
0
No related-party cost years on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
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
31
Geo
Kind
BR
Amount
As of
Source
county 19017
fmr
0
$674
2025-10-01
HUD_USER_FMR
county 19017
acs median gross
1
$561
2024-12-31
CENSUS_ACS5
county 19017
fmr
1
$745
2025-10-01
HUD_USER_FMR
county 19017
acs median gross
2
$902
2024-12-31
CENSUS_ACS5
county 19017
fmr
2
$978
2025-10-01
HUD_USER_FMR
county 19017
acs median gross
3
$1,227
2024-12-31
CENSUS_ACS5
county 19017
fmr
3
$1,290
2025-10-01
HUD_USER_FMR
county 19017
acs median gross
4
$1,125
2024-12-31
CENSUS_ACS5
county 19017
fmr
4
$1,295
2025-10-01
HUD_USER_FMR
county 19017
acs median gross
5
$1,563
2024-12-31
CENSUS_ACS5
county 19017
acs median gross
$921
2024-12-31
CENSUS_ACS5
county 19017
acs recent mover gross
$1,002
2024-12-31
CENSUS_ACS5
zcta 50674
acs median gross
2
$963
2024-12-31
CENSUS_ACS5
zcta 50674
acs median gross
3
$865
2024-12-31
CENSUS_ACS5
zcta 50674
acs median gross
$944
2024-12-31
CENSUS_ACS5
zcta 50674
acs recent mover gross
$932
2024-12-31
CENSUS_ACS5
zip 50674
payment standard 110
0
$770
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 90
0
$630
2025-10-01
HUD_USER_SAFMR
zip 50674
safmr
0
$700
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 110
1
$847
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 90
1
$693
2025-10-01
HUD_USER_SAFMR
zip 50674
safmr
1
$770
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 110
2
$1,100
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 90
2
$900
2025-10-01
HUD_USER_SAFMR
zip 50674
safmr
2
$1,000
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 110
3
$1,463
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 90
3
$1,197
2025-10-01
HUD_USER_SAFMR
zip 50674
safmr
3
$1,330
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 110
4
$1,496
2025-10-01
HUD_USER_SAFMR
zip 50674
payment standard 90
4
$1,224
2025-10-01
HUD_USER_SAFMR
zip 50674
safmr
4
$1,360
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.