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Social Care - Care Package

Description

Application to identify instances of receiving current, recommended or planned general care package. This is a generic term relating to any social care intervention. This could be a specific type of social care (e.g. Meals on wheels, regular home care) or general mention of a package. ‘Status’ states whether patient currently has a care package, will get one in the future or that there is potential to receive it. ‘Subject’ states who the receiver of the care package is.

Development approach: Rule-Based. Classification of past or present symptom: Both. Classes produced: Positive

The output includes-

Positive mentions:

‘carer came twice that day as per the care package’, ‘should receive a package of care from next week’, ‘we have recommended the care package to be increased’.

Exclude Negative mentions:

‘refused the care package’, ‘tried to discuss having a package of care after discharge, but refused to converse’. Anything with suggested uncertainty of recommendation should be classed as negative.

Exclude ‘Unknown’ mentions:

vague mentions that do not suggest that a care package is actually recommended.

Status definition

Current- is currently receiving a care package (present tense mentions).

Potential- recommended or discussions relating to possible care package. No exact plan to have it in the future but future discussions to take place.

Future- planned or arranged meals care package.

See website for subject definition and search terms.

Results/Insights

Cohen’s k = 95% (100 un-annotated documents, search term ‘care package’, ‘package of care’). Instance level (Overall) , Random sample of 100 Random Documents: Precision (specificity / accuracy) = 88% Recall (sensitivity / coverage) = 72.8%