Reads as: riskier than 97.9% 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
7
Kind
Finding
Signal
Subject
First seen
anomaly
Top-decile risk vs 4–5 star rating
12.9
this facility
2026-07-29
connection
Owner fleet risk far above national
+31.7 vs natl
TGR HEALTHCARE LLC
6 facilities
connection
Owner fleet risk far above national
+24.6 vs natl
THOMAS BRIAN
9 facilities
connection
Owner fleet risk far above national
+23.0 vs natl
CORYELL COUNTY MEMORIAL HOSPITAL AUTHORITY
30 facilities
connection
Owner fleet risk far above national
+21.8 vs natl
BYROM DAVID
29 facilities
connection
Owner fleet enforcement cluster
41% fined
BYROM DAVID
29 facilities
connection
Owner fleet enforcement cluster
40% fined
CORYELL COUNTY MEMORIAL HOSPITAL AUTHORITY
30 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
TX median
National median
National p25–p75
Total nurse
2.77
2.67
3.28
2.90–3.77
RN
0.19
0.24
0.39
0.25–0.58
Weekend total
2.75
2.56
3.11
—
Weekday total
2.78
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
43.5
2.77
0.19
0.94
1.64
2.75
2.1%
2025Q3
92
43.8
2.75
0.18
0.95
1.62
2.82
6.4%
2025Q2
91
42.6
2.59
0.21
0.96
1.42
2.51
7.7%
2025Q1
90
43.9
2.67
0.14
0.98
1.55
2.66
16.2%
2024Q4
92
43.7
2.70
0.19
0.96
1.54
2.79
9.4%
2024Q3
92
41.5
2.73
0.18
1.02
1.52
2.82
13.3%
2024Q2
91
39.8
2.72
0.23
1.04
1.45
2.88
5.7%
2024Q1
91
37.6
2.84
0.23
1.07
1.54
2.96
3.4%
2023Q4
92
37.3
2.85
0.33
1.01
1.51
2.89
1.8%
2023Q3
92
35.0
2.96
0.39
1.03
1.53
3.11
1.2%
2023Q2
91
33.7
3.01
0.40
1.11
1.50
3.16
0.6%
2023Q1
90
35.1
3.29
0.41
1.15
1.73
3.48
7.1%
2022Q4
92
34.8
3.37
0.40
1.09
1.88
3.34
8.9%
2022Q3
92
37.9
2.97
0.38
0.97
1.61
3.11
24.7%
2022Q2
91
42.0
2.70
0.33
0.86
1.51
2.78
32.4%
2022Q1
90
40.9
3.07
0.36
1.07
1.64
3.06
34.3%
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.
Honor the resident's right to a safe, clean, comfortable and homelike environment, including but not limited to receiving treatment and supports for daily living safely.
D
2025-08-14
2025-08-07
Health
F0640
Encode each resident’s assessment data and transmit these data to the State within 7 days of assessment.
D
2025-08-14
2025-08-07
Health
F0641
Ensure each resident receives an accurate assessment.
D
2025-08-14
2025-08-07
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2025-08-14
2025-08-07
Health
F0880
Provide and implement an infection prevention and control program.
E
2025-08-14
2025-04-09
Health · complaint
F0600
Protect each resident from all types of abuse such as physical, mental, sexual abuse, physical punishment, and neglect by anybody.
J
2025-04-10
2024-06-26
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
2024-07-15
2024-06-26
Health
F0908
Keep all essential equipment working safely.
E
2024-07-15
2024-06-05
Health · complaint
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
D
2024-06-11
2023-04-27
Health
F0636
Assess the resident completely in a timely manner when first admitted, and then periodically, at least every 12 months.
D
2023-05-11
2023-04-27
Health
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
D
2023-05-11
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
11
Owner
Role
Pct
From
Status
Source
BYROM, DAVID
CORPORATE DIRECTOR
—
2014-10-01
current
pecos_ownership
CORYELL COUNTY MEMORIAL HOSPITAL AUTHORITY
—
—
2023-10-01
current
tx_hhsc_directory
CORYELL COUNTY MEMORIAL HOSPITAL AUTHORITY
OPERATIONAL/MANAGERIAL CONTROL
—
2014-10-01
current
pecos_ownership
FAIRFIELD SKILLED CARE, LLC
—
—
2023-10-01
current
tx_hhsc_directory
TGR HEALTHCARE, LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2019-10-01
current
pecos_ownership
TGR HEALTHCARE, LLC
ADP OF THE SNF
—
2025-04-22
current
pecos_ownership
THOMAS, BRIAN
OPERATIONAL/MANAGERIAL CONTROL
—
2019-10-01
current
pecos_ownership
VILLA, RICARDO
ADP OF THE SNF
—
2019-10-01
current
pecos_ownership
BRIAN THOMAS
OPERATIONAL/MANAGERIAL CONTROL
—
2019-10-01
ended 2026-05-18
pecos_ownership
DAVID BYROM
CORPORATE DIRECTOR
—
2014-10-01
ended 2026-05-18
pecos_ownership
RICARDO VILLA
OPERATIONAL/MANAGERIAL CONTROL
—
2019-10-01
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
29
Geo
Kind
BR
Amount
As of
Source
county 48161
fmr
0
$737
2025-10-01
HUD_USER_FMR
county 48161
acs median gross
1
$587
2024-12-31
CENSUS_ACS5
county 48161
fmr
1
$742
2025-10-01
HUD_USER_FMR
county 48161
acs median gross
2
$859
2024-12-31
CENSUS_ACS5
county 48161
fmr
2
$973
2025-10-01
HUD_USER_FMR
county 48161
acs median gross
3
$941
2024-12-31
CENSUS_ACS5
county 48161
fmr
3
$1,298
2025-10-01
HUD_USER_FMR
county 48161
fmr
4
$1,432
2025-10-01
HUD_USER_FMR
county 48161
acs median gross
$853
2024-12-31
CENSUS_ACS5
county 48161
acs recent mover gross
$1,375
2024-12-31
CENSUS_ACS5
zcta 75840
acs median gross
1
$706
2024-12-31
CENSUS_ACS5
zcta 75840
acs median gross
2
$978
2024-12-31
CENSUS_ACS5
zcta 75840
acs median gross
3
$895
2024-12-31
CENSUS_ACS5
zcta 75840
acs median gross
$878
2024-12-31
CENSUS_ACS5
zip 75840
payment standard 110
0
$836
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 90
0
$684
2025-10-01
HUD_USER_SAFMR
zip 75840
safmr
0
$760
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 110
1
$847
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 90
1
$693
2025-10-01
HUD_USER_SAFMR
zip 75840
safmr
1
$770
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 110
2
$1,111
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 90
2
$909
2025-10-01
HUD_USER_SAFMR
zip 75840
safmr
2
$1,010
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 110
3
$1,485
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 90
3
$1,215
2025-10-01
HUD_USER_SAFMR
zip 75840
safmr
3
$1,350
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 110
4
$1,639
2025-10-01
HUD_USER_SAFMR
zip 75840
payment standard 90
4
$1,341
2025-10-01
HUD_USER_SAFMR
zip 75840
safmr
4
$1,490
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.