Hygiene
83 recall records
48% confidence48
19 validation findings attached
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Confidence comes before recovery.
Every visible finding includes source lineage, affected workflows, and the remediation needed before action.
Synthetic-data labelData as of Jun 20, 2026, 9:30 AM
Needs review
Treatment
34 treatment items
48% confidence48
37 validation findings attached
Appointments
54 appointments
48% confidence48
28 validation findings attached
Providers
6 providers
75% confidence75
3 validation findings attached
Validation Findings
INFOAppointments
Broken appointment already has a replacement appointment.
Affects Broken appointment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 7 (appointment-broken-replaced-p007)
Status: Documented
INFOAppointments
Broken appointment has no replacement appointment.
Affects Broken appointment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 6 (appointment-broken-p006)
Status: Documented
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 14 (appointment-clean-14)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 17 (appointment-clean-17)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 20 (appointment-clean-20)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 23 (appointment-clean-23)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 26 (appointment-clean-26)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 29 (appointment-clean-29)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 32 (appointment-clean-32)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 35 (appointment-clean-35)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 38 (appointment-clean-38)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 41 (appointment-clean-41)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 44 (appointment-clean-44)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 47 (appointment-clean-47)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 50 (appointment-clean-50)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 53 (appointment-clean-53)
Status: Quarantine before action
ERRORAppointments
Completed appointment has no completed procedures.
Affects Hygiene recall, Unscheduled treatment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 3 (appointment-complete-no-proc-p003)
Status: Quarantine before action
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 24 (appointment-clean-24)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 36 (appointment-clean-36)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 48 (appointment-clean-48)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 1 (appointment-future-hygiene-p001)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 12 (appointment-future-hygiene-p019)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 11 (appointment-future-inactive-p024)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 5 (appointment-missing-provider-p005)
Status: Documented
INFOAppointments
Future appointment satisfies a recall opportunity.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-appointments.csv row 4 (appointment-zero-duration-p004)
Status: Documented
WARNINGAppointments
Appointment is missing provider or hygienist assignment.
Affects Hygiene recall, Broken appointment. Confirm provider mapping before assigning owner-level follow-up.
Source: synthetic-appointments.csv row 5 (appointment-missing-provider-p005)
Status: Needs validation
WARNINGAppointments
Past appointment is still marked scheduled.
Affects Broken appointment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 2 (appointment-past-scheduled-p002)
Status: Needs validation
WARNINGAppointments
Appointment has zero duration.
Affects Hygiene recall, Broken appointment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-appointments.csv row 4 (appointment-zero-duration-p004)
Status: Needs validation
WARNINGHygiene
Active patient has no recent activity under the configured definition.
Affects Hygiene recall. Confirm active status and minimum-necessary patient identifier mapping.
Source: synthetic-patients.csv row 26 (PAT-EXT-026)
Status: Needs validation
ERRORHygiene
Patient record has contradictory statuses.
Affects Hygiene recall, Unscheduled treatment, Broken appointment. Confirm active status and minimum-necessary patient identifier mapping.
Source: synthetic-patients.csv row 23 (PAT-EXT-023)
Status: Quarantine before action
ERRORHygiene
Duplicate source patient ID detected.
Affects Hygiene recall, Unscheduled treatment, Broken appointment. Confirm active status and minimum-necessary patient identifier mapping.
Source: synthetic-patients.csv row 21 (PAT-EXT-021)
Status: Quarantine before action
ERRORHygiene
Duplicate source patient ID detected.
Affects Hygiene recall, Unscheduled treatment, Broken appointment. Confirm active status and minimum-necessary patient identifier mapping.
Source: synthetic-patients.csv row 22 (PAT-EXT-021)
Status: Quarantine before action
WARNINGHygiene
Inactive or excluded patient has a future appointment.
Affects Hygiene recall, Unscheduled treatment, Broken appointment. Confirm appointment status, reschedule linkage, and production mapping.
Source: synthetic-patients.csv row 24 (PAT-EXT-024)
Status: Needs validation
WARNINGHygiene
Patient is missing a mapped primary provider.
Affects Hygiene recall, Unscheduled treatment. Confirm provider mapping before assigning owner-level follow-up.
Source: synthetic-patients.csv row 25 (PAT-EXT-025)
Status: Needs validation
WARNINGProviders
Hygiene procedure is assigned to an unmapped provider type.
Affects Hygiene recall. Confirm provider mapping before assigning owner-level follow-up.
Source: synthetic-appointment-procedures.csv row 3 (aproc-unknown-provider-hygiene)
Status: Needs validation
WARNINGProviders
Inactive provider is assigned to a future appointment.
Affects Hygiene recall, Unscheduled treatment. Confirm provider mapping before assigning owner-level follow-up.
Source: synthetic-appointments.csv row 9 (appointment-inactive-provider-p009)
Status: Needs validation
ERRORProviders
Missing provider reference. Provider provider-missing is referenced by imported records but is not mapped.
Affects Hygiene recall, Unscheduled treatment, Broken appointment. Confirm provider mapping before assigning owner-level follow-up.
Source: Synthetic mapping layer
Status: Quarantine before action
WARNINGHygiene
Active patient has no expected recall record.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-patients.csv row 27 (PAT-EXT-027)
Status: Needs validation
INFOHygiene
Disabled recall is included in source data.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 22 (REC-EXT-022)
Status: Documented
ERRORHygiene
Recall due date is before last qualifying procedure.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 20 (REC-EXT-020)
Status: Quarantine before action
WARNINGHygiene
Recall type is missing or unmapped.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 21 (REC-EXT-021)
Status: Needs validation
WARNINGHygiene
Recall record is missing qualifying procedure mapping.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 28 (REC-EXT-028)
Status: Needs validation
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 1 (REC-EXT-001)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 4 (REC-EXT-004)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 5 (REC-EXT-005)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 19 (REC-EXT-019)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 24 (REC-EXT-024)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 52 (REC-EXT-052)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 64 (REC-EXT-064)
Status: Documented
INFOHygiene
Overdue recall has a qualifying future hygiene appointment.
Affects Hygiene recall. Validate recall type, due date, and future hygiene appointment mapping.
Source: synthetic-recall.csv row 76 (REC-EXT-076)
Status: Documented
INFOTreatment
Declined or inactive treatment should not be treated as actionable.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 3 (txi-declined-p012)
Status: Documented
ERRORTreatment
Duplicate treatment item detected.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 5 (txi-duplicate-a-p014)
Status: Quarantine before action
ERRORTreatment
Duplicate treatment item detected.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 6 (txi-duplicate-b-p014)
Status: Quarantine before action
WARNINGTreatment
Treatment item is missing fee.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 7 (txi-missing-fee-p015)
Status: Needs validation
WARNINGTreatment
Treatment item is missing provider mapping.
Affects Unscheduled treatment. Confirm provider mapping before assigning owner-level follow-up.
Source: synthetic-treatment-items.csv row 8 (txi-missing-provider-p016)
Status: Needs validation
WARNINGTreatment
Treatment item is missing tooth or surface required by configuration.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 9 (txi-missing-tooth-p017)
Status: Needs validation
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 2 (txi-already-scheduled-p011)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 13 (txi-clean-13)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 16 (txi-clean-16)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 19 (txi-clean-19)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 22 (txi-clean-22)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 25 (txi-clean-25)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 28 (txi-clean-28)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 31 (txi-clean-31)
Status: Documented
INFOTreatment
Open treatment is already attached to a future appointment.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 34 (txi-clean-34)
Status: Documented
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 12 (txi-clean-12)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 13 (txi-clean-13)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 14 (txi-clean-14)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 15 (txi-clean-15)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 16 (txi-clean-16)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 17 (txi-clean-17)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 18 (txi-clean-18)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 20 (txi-clean-20)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 21 (txi-clean-21)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 22 (txi-clean-22)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 24 (txi-clean-24)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 25 (txi-clean-25)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 26 (txi-clean-26)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 27 (txi-clean-27)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 28 (txi-clean-28)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 29 (txi-clean-29)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 30 (txi-clean-30)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 32 (txi-clean-32)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 33 (txi-clean-33)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 34 (txi-clean-34)
Status: Quarantine before action
ERRORTreatment
Open treatment appears to match a completed procedure.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 1 (txi-completed-left-open-p010)
Status: Quarantine before action
WARNINGTreatment
Treatment item is stale based on configured threshold.
Affects Unscheduled treatment. Reconcile treatment status, fee, provider, and schedule linkage.
Source: synthetic-treatment-items.csv row 4 (txi-stale-p013)
Status: Needs validation