Health Lens dimensions

Hand Function

Dimension 1041 of 1,100 · Health Lens

Excitement Index
0.0398

Hand Function measures the ability to use the hands and fingers for everyday manual actions requiring reach, grasp, grip, manipulation, and force. It encompasses fine motor control, object handling, and the strength and coordination needed to operate common household items.

evidence final name · Open Can

Bands

Minimal Hand Function

Expressions activating this band describe gross mobility and balance activities such as walking, with little or no clear demand on manual manipulation. Hand function is largely absent or only indirectly implicated.

Basic Hand Function

Expressions activating this band describe routine upper-limb and hand use for simple daily tasks such as turning pages, writing, washing dishes, reaching, and putting on clothing. The manual demands center on basic coordination and light object handling.

Moderate Hand Function

Expressions activating this band describe more deliberate manual actions that require coordinated grasp and release, such as dialing buttons, fastening a seatbelt, and pushing open a heavy door. Hand function here is expressed through purposeful manipulation with some force and dexterity demands.

High Hand Function

Expressions activating this band describe demanding grip and pinch tasks involving resistance, torque, and sustained finger force, such as opening jars, turning keys, and squeezing containers. Hand function here is expressed as strong, precise manual control during resistant object use.

Evidence summary

Candidate names

Open Can1.00
Palm0.50
Difficult0.50

Sentence counts by range

B-8..B-2267,085
B-1..B44,700,173
B5..B612,790
B7..B131,795

Dataset representation

01__health_reviews__druglib__benefits_effectiveness45
03__fact_checking__liar__truth_ordinal39
05__whole_disney_dataset__rating78
06__text_reviews__acl_imdb__binary_sentiment53
07__emotion_labels__goemotions_reddit__multilabel55
08__dialogue_emotion__empathetic_dialogues__context54
10__social_media_sentiment__sentiment140__binary64
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Minimal Open Can

Minimal Open Can: Content characterized by around, line, walking, and related themes. Expressions activating this band reflect open can at this level.

Moderate Open Can

Moderate Open Can: Content characterized by open, pen, difficulty, and related themes. Expressions activating this band reflect open can at this level.

Intense Open Can

Intense Open Can: Content characterized by longer, coinbase, grips, and related themes. Expressions activating this band reflect open can at this level.

Peak Open Can

Peak Open Can: Content characterized by palm, knit, can, and related themes. Expressions activating this band reflect open can at this level.