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Table 5 The 30 Most Relevant Rosetta Questions for the Assessment of Autism and ADHD Resulting from the Machine Learning Case Study

From: Project Rosetta: a childhood social, emotional, and behavioral developmental feature mapping

Rosetta Question ID

Rosetta Question Subject

Cognoa_Cognitive_Behavioral_Emotional_AngerControl_CalmingDown

Child is difficult to calm when upset

Cognoa_Cognitive_Behavioral_Emotional_AnxietyInternalization_Worry

Child tends to be worrisome

Cognoa_Cognitive_Behavioral_Sensory_Intrigued

Child has an unusual interest in certain sensory stimuli

Cognoa_Cognitive_Behavioral_Social_Atypicality_OddBehavior

Others seem to think the child acts strangely

Cognoa_Cognitive_Behavioral_Social_Atypicality_OddInteractions

Child has awkward interactions with others

Cognoa_Cognitive_Behavioral_Social_Atypicality_OutOfStepWithOthers

Child does not care about relating to others

Cognoa_Cognitive_Behavioral_Social_Awareness_GetsTakenAdvantageOf

Child has difficulty recognizing manipulative behavior

Cognoa_Cognitive_Behavioral_Social_Awareness_SenseOfHumor

Child understands humor

Cognoa_Cognitive_Behavioral_Social_Awareness_Unfair

Child has difficulty understanding fairness

Cognoa_Cognitive_Behavioral_Social_GroupPlay

Child participates in group play

Cognoa_Cognitive_Behavioral_Social_SharedInterests_Objects

Child likes to direct others’ attention to objects of interest

Cognoa_Cognitive_Behavioral_Social_SharedInterests_SharingToys

Child offers to share toys

Cognoa_Cognitive_Behavioral_Social_Staring_BlankStares

Child tends to stare blankly

Cognoa_Cognitive_Behavioral_Social_Withdrawal_Avoidance

Child has little interest in others

Cognoa_Cognitive_Behavioral_Social_Imitation

Child imitates others’ behavior

Cognoa_Cognitive_ExecutiveFunctioning_Attention_CarelessMistakes

Child tends to make careless mistakes

Cognoa_Cognitive_ExecutiveFunctioning_Attention_FollowingDirections

Child has difficulty following directions

Cognoa_Cognitive_ExecutiveFunctioning_Attention_LosesThings

Child frequently loses belongings

Cognoa_Cognitive_ExecutiveFunctioning_Imagination_WithToys

Child uses creativity in play

Cognoa_Cognitive_ExecutiveFunctioning_Impulsivity_OutOfControl

Child tends to act wild or out of control

Cognoa_Cognitive_ExecutiveFunctioning_Impulsivity_Verbal

Child tends to blurt out the first thing that comes to mind

Cognoa_Cognitive_ExecutiveFunctioning_Memory_CompleteActivities

Child tends to be forgetful in everyday tasks

Cognoa_Cognitive_ExecutiveFunctioning_Memory_ShortTerm

Child has problems with short term memory

Cognoa_Cognitive_ExecutiveFunctioning_Reasoning_LacksFollowThrough

Child tends to lack follow-through

Cognoa_Cognitive_ExecutiveFunctioning_CleaningUpAfterSelf

Child has a tendency to leave behind messes

Cognoa_Cognitive_ExecutiveFunctioning_SloppyWork

Child has sloppy written work

Cognoa_Cognitive_LanguageCommunication_Expressive_SocialChatting

Child is comfortable with social chatting

Cognoa_Cognitive_LanguageCommunication_Speech_UnusualOrOdd

Child has unusual tone or rhythm in speech

Cognoa_Cognitive_LanguageCommunication_Receptive_Conversations

Child can respond to back-and-forth conversations

Cognoa_Motor_Fine_Grip

Child has the ability to grip objects