Survey fines and citations
Fines, health citations and documentation failures for any US nursing home, last three years.
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in fines
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health citations
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started as a documentation failure
Documentation failures
Matching AI checks
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Labelling method
Fines and citations come from CMS Care Compare, which keeps a facility's last three inspection cycles. Each inspector narrative is read by AI and labelled with the earliest step where the paperwork failed: an order never written, an order not copied into the MAR or care plan, a result not passed to the doctor, a scheduled task not done, or hospital records not reconciled. "Could have been caught" means the gap was visible in the record for at least a shift before harm. The labels are not a CMS field and should be confirmed against the chart.