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
3
Kind
Finding
Signal
Subject
First seen
connection
Owner spans multiple chains
6 chains
DERGANCE JEANNAE
13 facilities
connection
Owner fleet enforcement cluster
56% fined
BRAMMEIER JOHN
9 facilities
connection
Owner fleet enforcement cluster
50% fined
QP HEALTH CARE SERVICES LLC
10 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.
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.
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
0
No deficiencies on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
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
32
Owner
Role
Pct
From
Status
Source
LA JUNTA HEALTH SERVICE DISTRICT
5% OR GREATER DIRECT OWNERSHIP INTEREST
100%
2017-12-11
current
pecos_ownership
BRAMMEIER, JOHN
OPERATIONAL/MANAGERIAL CONTROL
—
2025-01-10
current
pecos_ownership
BRAMMEIER, JOHN
ADP OF THE SNF
—
2025-01-16
current
pecos_ownership
BRAMMEIER, JOHN
MANAGING CONTROL - GOVERNING BODY
—
2012-03-01
current
pecos_ownership
DELEON, JOHNNIE
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-31
current
pecos_ownership
DELEON, JOHNNIE
MANAGING CONTROL - GOVERNING BODY
—
2017-11-07
current
pecos_ownership
DERGANCE, JEANNAE
ADP OF THE SNF
—
2024-12-31
current
pecos_ownership
FOWLER, DIANE
MANAGING CONTROL - GOVERNING BODY
—
2017-11-07
current
pecos_ownership
HASKELL, CYNTHIA
ADP OF THE SNF
—
2024-12-31
current
pecos_ownership
KORETKE, MARY
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-31
current
pecos_ownership
LA JUNTA HEALTH SERVICE DISTRICT
ADP OF THE SNF
—
2024-12-16
current
pecos_ownership
MOSKOWITZ, JAY
CORPORATE OFFICER
—
2018-04-15
current
pecos_ownership
MOSKOWITZ, JAY
OPERATIONAL/MANAGERIAL CONTROL
—
2021-06-15
current
pecos_ownership
QP HEALTH CARE SERVICES LLC
ADP OF THE SNF
—
2025-01-10
current
pecos_ownership
QP HEALTH CARE SERVICES LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-16
current
pecos_ownership
RASKIN, CHAIM
ADP OF THE SNF
—
2025-01-15
current
pecos_ownership
SEDILLO, MELODIE
ADP OF THE SNF
—
2024-12-31
current
pecos_ownership
VALLE, KARLA
ADP OF THE SNF
—
2025-01-15
current
pecos_ownership
JAY MOSKOWITZ
CORPORATE OFFICER
82%
2018-04-15
ended 2026-05-18
pecos_ownership
CHAIM RASKIN
ADP OF THE SNF
—
2025-01-15
ended 2026-05-18
pecos_ownership
CYNTHIA HASKELL
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-31
ended 2026-05-18
pecos_ownership
DIANE FOWLER
MANAGING CONTROL - GOVERNING BODY
—
2017-11-07
ended 2026-05-18
pecos_ownership
JAY MOSKOWITZ
ADP OF THE SNF
—
2021-06-15
ended 2026-05-18
pecos_ownership
JEANNAE DERGANCE
ADP OF THE SNF
—
2024-12-31
ended 2026-05-18
pecos_ownership
JOHN BRAMMEIER
OPERATIONAL/MANAGERIAL CONTROL
—
2025-01-10
ended 2026-05-18
pecos_ownership
JOHN BRAMMEIER
ADP OF THE SNF
—
2025-01-16
ended 2026-05-18
pecos_ownership
JOHN BRAMMEIER
MANAGING CONTROL - GOVERNING BODY
—
2012-03-01
ended 2026-05-18
pecos_ownership
JOHNNIE DELEON
MANAGING CONTROL - GOVERNING BODY
—
2017-11-07
ended 2026-05-18
pecos_ownership
JOHNNIE DELEON
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-31
ended 2026-05-18
pecos_ownership
KARLA VALLE
ADP OF THE SNF
—
2025-01-15
ended 2026-05-18
pecos_ownership
MARY KORETKE
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-31
ended 2026-05-18
pecos_ownership
MELODIE SEDILLO
OPERATIONAL/MANAGERIAL CONTROL
—
2024-12-31
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
30
Geo
Kind
BR
Amount
As of
Source
county 08089
fmr
0
$737
2025-10-01
HUD_USER_FMR
county 08089
acs median gross
1
$535
2024-12-31
CENSUS_ACS5
county 08089
fmr
1
$742
2025-10-01
HUD_USER_FMR
county 08089
acs median gross
2
$874
2024-12-31
CENSUS_ACS5
county 08089
fmr
2
$973
2025-10-01
HUD_USER_FMR
county 08089
acs median gross
3
$951
2024-12-31
CENSUS_ACS5
county 08089
fmr
3
$1,303
2025-10-01
HUD_USER_FMR
county 08089
acs median gross
4
$1,228
2024-12-31
CENSUS_ACS5
county 08089
fmr
4
$1,632
2025-10-01
HUD_USER_FMR
county 08089
acs median gross
$839
2024-12-31
CENSUS_ACS5
zcta 81050
acs median gross
1
$565
2024-12-31
CENSUS_ACS5
zcta 81050
acs median gross
2
$897
2024-12-31
CENSUS_ACS5
zcta 81050
acs median gross
3
$819
2024-12-31
CENSUS_ACS5
zcta 81050
acs median gross
4
$1,140
2024-12-31
CENSUS_ACS5
zcta 81050
acs median gross
$783
2024-12-31
CENSUS_ACS5
zip 81050
payment standard 110
0
$814
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 90
0
$666
2025-10-01
HUD_USER_SAFMR
zip 81050
safmr
0
$740
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 110
1
$814
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 90
1
$666
2025-10-01
HUD_USER_SAFMR
zip 81050
safmr
1
$740
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 110
2
$1,067
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 90
2
$873
2025-10-01
HUD_USER_SAFMR
zip 81050
safmr
2
$970
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 110
3
$1,430
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 90
3
$1,170
2025-10-01
HUD_USER_SAFMR
zip 81050
safmr
3
$1,300
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 110
4
$1,804
2025-10-01
HUD_USER_SAFMR
zip 81050
payment standard 90
4
$1,476
2025-10-01
HUD_USER_SAFMR
zip 81050
safmr
4
$1,640
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.