1206 West Fourth Street, Storm Lake, IA 50588 · CCN 165359
Composite
22.1 / 100 percentile
Peer group
snf n = 14,684
Evidence depth
deep
Certified beds
93
Model
v1.2
Reads as: riskier than 22.1% 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 fleet enforcement cluster
40% fined
FRIEDRICH DAVID
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
IA median
National median
National p25–p75
Total nurse
3.34
3.15
3.28
2.90–3.77
RN
0.71
0.46
0.39
0.25–0.58
Weekend total
3.39
2.96
3.11
—
Weekday total
3.32
3.20
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
88.2
3.34
0.71
0.51
2.13
3.39
0.0%
2025Q3
92
85.2
3.52
0.73
0.58
2.22
3.51
0.0%
2025Q2
91
84.3
3.49
0.68
0.52
2.29
3.55
0.0%
2025Q1
90
89.5
3.42
0.70
0.42
2.30
3.55
0.0%
2024Q4
92
89.7
3.47
0.76
0.36
2.35
3.53
0.0%
2024Q3
92
87.4
3.44
0.79
0.31
2.34
3.50
0.0%
2024Q2
91
89.9
3.43
0.76
0.37
2.30
3.47
0.0%
2024Q1
91
89.3
3.41
0.63
0.52
2.26
3.45
0.0%
2023Q4
92
86.7
4.70
0.83
0.76
3.12
4.88
0.0%
2023Q3
92
91.1
3.60
0.70
0.51
2.39
3.46
0.2%
2023Q2
91
90.4
3.58
0.59
0.45
2.54
3.57
2.6%
2023Q1
90
86.8
3.54
0.67
0.40
2.47
3.50
6.4%
2022Q4
92
87.1
3.47
0.69
0.42
2.37
3.52
9.6%
2022Q3
92
88.3
3.59
0.77
0.35
2.47
3.48
16.4%
2022Q2
91
80.3
3.79
0.93
0.20
2.65
3.45
25.0%
2022Q1
90
79.3
3.64
0.86
0.25
2.54
3.39
15.7%
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.
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2026-05-16
2026-04-16
Health
F0880
Provide and implement an infection prevention and control program.
E
2026-05-16
2025-10-16
Health · complaint
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
D
2025-11-15
2025-03-27
Health
F0580
Immediately tell the resident, the resident's doctor, and a family member of situations (injury/decline/room, etc.) that affect the resident.
D
2025-04-26
2025-03-27
Health
F0609
Timely report suspected abuse, neglect, or theft and report the results of the investigation to proper authorities.
D
2025-04-26
2025-03-27
Health
F0641
Ensure each resident receives an accurate assessment.
D
2025-04-26
2025-03-27
Health
F0644
Coordinate assessments with the pre-admission screening and resident review program; and referring for services as needed.
D
2025-04-26
2025-03-27
Health
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
E
2025-04-26
2025-03-27
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
D
2025-04-26
2025-03-27
Health
F0887
Educate residents and staff on COVID-19 vaccination, offer the COVID-19 vaccine to eligible residents and staff after education, and properly document each resident and staff member's vaccination status.
E
2025-04-26
2025-01-02
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
2025-02-02
2024-05-09
Health
F0640
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
D
2024-06-09
2024-05-09
Health
F0644
Coordinate assessments with the pre-admission screening and resident review program; and referring for services as needed.
D
2024-06-09
2024-05-09
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
2024-06-09
2024-05-09
Health
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
G
2024-05-22
2024-05-09
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
D
2024-06-09
2024-05-09
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.
D
2024-06-09
2024-05-09
Health
F0803
Ensure menus must meet the nutritional needs of residents, be prepared in advance, be followed, be updated, be reviewed by dietician, and meet the needs of the resident.
D
2024-06-09
2024-05-09
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2024-06-09
2024-05-09
Health
F0880
Provide and implement an infection prevention and control program.
D
2024-06-09
2024-05-09
Health
F0881
Implement a program that monitors antibiotic use.
D
2024-06-09
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
49
Owner
Role
Pct
From
Status
Source
ARCHER, DAVID
CORPORATE DIRECTOR
—
2017-01-01
current
pecos_ownership
BENNETT, ROBERT
CORPORATE OFFICER
—
2023-01-01
current
pecos_ownership
BENNETT, ROBERT
CORPORATE DIRECTOR
—
2006-01-01
current
pecos_ownership
CAMPBELL, STEVEN
CORPORATE OFFICER
—
2023-01-01
current
pecos_ownership
CAMPBELL, STEVEN
CORPORATE DIRECTOR
—
2015-01-01
current
pecos_ownership
DEHAAN, DEBRA
CORPORATE DIRECTOR
—
2020-01-01
current
pecos_ownership
DENTLINGER, JOLEEN
CORPORATE OFFICER
—
2023-01-01
current
pecos_ownership
DENTLINGER, JOLEEN
CORPORATE DIRECTOR
—
2002-01-01
current
pecos_ownership
FORT, CLARK
CORPORATE DIRECTOR
—
2023-01-01
current
pecos_ownership
FRIEDRICH, DAVID
CORPORATE DIRECTOR
—
2003-01-01
current
pecos_ownership
GENERATIONS SENIOR MANAGEMENT, LLC
ADP OF THE SNF
—
2025-07-17
current
pecos_ownership
GENERATIONS SENIOR MANAGEMENT, LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2024-01-01
current
pecos_ownership
GONZALEX, LUZ
ADP OF THE SNF
—
1999-10-07
current
pecos_ownership
HECHT, JENNIFER
CORPORATE DIRECTOR
—
2012-01-01
current
pecos_ownership
HUISENGA, JASON
ADP OF THE SNF
—
2024-01-01
current
pecos_ownership
KIBOKO, KIBOKO
CORPORATE DIRECTOR
—
2020-09-01
current
pecos_ownership
LANDGRAF, NICHOLAS
OPERATIONAL/MANAGERIAL CONTROL
—
2012-01-27
current
pecos_ownership
LTC ACCOUNTING SERVICES, LLC
ADP OF THE SNF
—
2025-07-17
current
pecos_ownership
LTC ACCOUNTING SERVICES, LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2024-01-01
current
pecos_ownership
PATTEN, ALLEN
CORPORATE DIRECTOR
—
2022-01-01
current
pecos_ownership
PETERSON, DAVID
ADP OF THE SNF
—
1999-02-09
current
pecos_ownership
SCHUELKE, SCOTT
CORPORATE OFFICER
—
2023-01-01
current
pecos_ownership
SCHUELKE, SCOTT
CORPORATE DIRECTOR
—
2008-01-01
current
pecos_ownership
SHANNON, TINA
ADP OF THE SNF
—
1990-09-10
current
pecos_ownership
STEVENSON, RONALD
OPERATIONAL/MANAGERIAL CONTROL
—
2017-08-19
current
pecos_ownership
TURNER, CARL
CORPORATE DIRECTOR
—
2022-01-01
current
pecos_ownership
WILLIAMS & COMPANY PC
ADP OF THE SNF
—
2025-07-17
current
pecos_ownership
WILLIAMS & COMPANY PC
OPERATIONAL/MANAGERIAL CONTROL
—
2024-01-01
current
pecos_ownership
ALLEN PATTEN
CORPORATE DIRECTOR
8%
2022-01-01
ended 2026-05-18
pecos_ownership
CARL TURNER
CORPORATE DIRECTOR
8%
2022-01-01
ended 2026-05-18
pecos_ownership
CLARK FORT
CORPORATE DIRECTOR
8%
2023-01-01
ended 2026-05-18
pecos_ownership
DAVID ARCHER
CORPORATE DIRECTOR
8%
2017-01-01
ended 2026-05-18
pecos_ownership
DEBRA DEHAAN
CORPORATE DIRECTOR
8%
2020-01-01
ended 2026-05-18
pecos_ownership
JOLEEN DENTLINGER
CORPORATE OFFICER
8%
2023-01-01
ended 2026-05-18
pecos_ownership
ROBERT BENNETT
CORPORATE OFFICER
8%
2023-01-01
ended 2026-05-18
pecos_ownership
SCOTT SCHUELKE
CORPORATE OFFICER
8%
2023-01-01
ended 2026-05-18
pecos_ownership
STEVEN CAMPBELL
CORPORATE OFFICER
8%
2023-01-01
ended 2026-05-18
pecos_ownership
STEVEN CAMPBELL
CORPORATE DIRECTOR
0%
2015-01-01
ended 2026-05-18
pecos_ownership
DAVID FRIEDRICH
CORPORATE DIRECTOR
—
2003-01-01
ended 2026-05-18
pecos_ownership
DAVID PETERSON
OPERATIONAL/MANAGERIAL CONTROL
—
1999-02-09
ended 2026-05-18
pecos_ownership
JASON HUISENGA
ADP OF THE SNF
—
2024-01-01
ended 2026-05-18
pecos_ownership
JENNIFER HECHT
CORPORATE DIRECTOR
—
2012-01-01
ended 2026-05-18
pecos_ownership
JOLEEN DENTLINGER
CORPORATE DIRECTOR
—
2002-01-01
ended 2026-05-18
pecos_ownership
LUZ GONZALEX
ADP OF THE SNF
—
1999-10-07
ended 2026-05-18
pecos_ownership
NICHOLAS LANDGRAF
ADP OF THE SNF
—
2012-01-27
ended 2026-05-18
pecos_ownership
ROBERT BENNETT
CORPORATE DIRECTOR
—
2006-01-01
ended 2026-05-18
pecos_ownership
RONALD STEVENSON
OPERATIONAL/MANAGERIAL CONTROL
—
2017-08-19
ended 2026-05-18
pecos_ownership
SCOTT SCHUELKE
CORPORATE DIRECTOR
—
2008-01-01
ended 2026-05-18
pecos_ownership
TINA SHANNON
ADP OF THE SNF
—
1990-09-10
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
33
Geo
Kind
BR
Amount
As of
Source
county 19021
acs median gross
0
$478
2024-12-31
CENSUS_ACS5
county 19021
fmr
0
$765
2025-10-01
HUD_USER_FMR
county 19021
acs median gross
1
$812
2024-12-31
CENSUS_ACS5
county 19021
fmr
1
$770
2025-10-01
HUD_USER_FMR
county 19021
acs median gross
2
$934
2024-12-31
CENSUS_ACS5
county 19021
fmr
2
$1,010
2025-10-01
HUD_USER_FMR
county 19021
acs median gross
3
$1,044
2024-12-31
CENSUS_ACS5
county 19021
fmr
3
$1,240
2025-10-01
HUD_USER_FMR
county 19021
acs median gross
4
$1,134
2024-12-31
CENSUS_ACS5
county 19021
fmr
4
$1,337
2025-10-01
HUD_USER_FMR
county 19021
acs median gross
$894
2024-12-31
CENSUS_ACS5
county 19021
acs recent mover gross
$1,125
2024-12-31
CENSUS_ACS5
zcta 50588
acs median gross
0
$477
2024-12-31
CENSUS_ACS5
zcta 50588
acs median gross
1
$824
2024-12-31
CENSUS_ACS5
zcta 50588
acs median gross
2
$944
2024-12-31
CENSUS_ACS5
zcta 50588
acs median gross
3
$1,078
2024-12-31
CENSUS_ACS5
zcta 50588
acs median gross
$897
2024-12-31
CENSUS_ACS5
zcta 50588
acs recent mover gross
$1,094
2024-12-31
CENSUS_ACS5
zip 50588
payment standard 110
0
$847
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 90
0
$693
2025-10-01
HUD_USER_SAFMR
zip 50588
safmr
0
$770
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 110
1
$847
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 90
1
$693
2025-10-01
HUD_USER_SAFMR
zip 50588
safmr
1
$770
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 110
2
$1,111
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 90
2
$909
2025-10-01
HUD_USER_SAFMR
zip 50588
safmr
2
$1,010
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 110
3
$1,364
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 90
3
$1,116
2025-10-01
HUD_USER_SAFMR
zip 50588
safmr
3
$1,240
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 110
4
$1,474
2025-10-01
HUD_USER_SAFMR
zip 50588
payment standard 90
4
$1,206
2025-10-01
HUD_USER_SAFMR
zip 50588
safmr
4
$1,340
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.