| {"child_profile": {"age_or_age_band": "20 years old", "communication_profile": "Verbal, but described as socially closed off and having difficulty communicating well in social settings; engages in self-talk", "diagnostic_status": "Diagnosed with autism", "known_supports": ["Family support from parents and sibling", "One-on-one tutor", "Art program participation", "Planned special needs trust"], "main_support_needs": ["Transition to independent or semi-independent living", "Structured daily activities and vocational opportunities", "Social engagement", "Emotional regulation support"], "observed_responses": ["Occasional temper outbursts", "Frequent self-talk under his breath", "Social withdrawal outside of immediate family and tutor", "Tendency to play video games excessively if unstructured"], "setting_context": ["Lives at home with aging parents", "Attends an animal shelter with a tutor", "Attends an art program two days a week"], "unknowns": ["Specific cognitive or adaptive behavior scores", "Eligibility for state-funded developmental services", "Specific medical or sensory needs"]}, "goal": {"subneeds": [{"done_when": "The response outlines different categories of residential models and explains how they vary in the level of daily support provided.", "need": "Understand the different models of adult residential support and housing available for autistic individuals."}, {"done_when": "The response provides criteria or questions to ask residential providers regarding daily schedules, community integration, and recreational activities.", "need": "Learn how to evaluate housing options to ensure they offer structured activities and prevent social isolation."}, {"done_when": "The response details the general process for accessing regional developmental services and funding mechanisms for adult housing.", "need": "Determine the initial steps for navigating and applying for adult residential services and funding."}], "summary": "Identify and evaluate long-term housing and supported living options for an autistic young adult transitioning away from parental care."}, "initial_query": "My 20-year-old autistic brother is transitioning into adulthood, and our aging parents are starting to burn out. What kind of long-term housing options should we look into to help him live as independently as possible?", "metadata": {"created_utc": 1355414995, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.655114+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_14sg38", "num_comments": 3, "permalink": "http://www.reddit.com/r/autism/comments/14sg38/reddit_my_brother_is_autistic_and_now_20_im/", "post_id": "14sg38", "query_variant_index": 1, "raw_text_sha256": "c23d690b1a94b9a689ac8a8dadb4ced4b8730c87df9287154043a0f2f3e36b59", "score": 13, "source": "reddit", "source_key": "14sg38", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "information_or_explanation", "diagnostic_status": "diagnosed", "poster_role": "self", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "adult_other"}, "source_sequence_number": 6, "title": "Reddit, my brother is autistic and now 20. I'm wondering what the future will be like and what opportunities he has and what his life can be like? Any advice or knowledge would be wonderful.", "url": "http://www.reddit.com/r/autism/comments/14sg38/reddit_my_brother_is_autistic_and_now_20_im/"}, "query_id": "acqa_s000006_q01", "query_intent": "care_navigation_services", "scenario": "A sibling is planning for the long-term future of their 20-year-old autistic brother. The brother has a high school diploma with modified classes, enjoys video games and comics, and is socially reserved, primarily interacting with family and a tutor. He currently attends an animal shelter with his tutor and an art program two days a week. He experiences occasional temper outbursts and engages in self-talk. The sibling will eventually manage a special needs trust funded by their parents, who are in their 60s and experiencing caregiver burnout. The sibling wants to explore long-term housing options and structured activities or employment that promote independence and prevent him from spending all his time gaming.", "scenario_id": "acqa_s000006", "stakeholder": "caregiver_parent"} | |
| {"child_profile": {"age_or_age_band": "young child", "communication_profile": null, "diagnostic_status": "autism spectrum", "known_supports": [], "main_support_needs": ["preparing for a new sibling", "understanding family changes"], "observed_responses": [], "setting_context": ["home", "family transition"], "unknowns": ["exact age", "communication abilities", "sensory profile", "behavioral responses to change"]}, "goal": {"subneeds": [{"done_when": "The response outlines key characteristics of effective preparatory books or visual narratives.", "need": "Criteria for selecting appropriate books or visual narratives for the child."}, {"done_when": "The response provides actionable methods for caregivers to share sibling-preparation concepts gradually.", "need": "Strategies for introducing these materials to the child."}], "summary": "Identify characteristics of effective preparatory books and visual resources for an autistic child expecting a sibling."}, "initial_query": "What are some good books or visual resources to help prepare a young autistic child for the arrival of a new baby sibling?", "metadata": {"created_utc": 1348804488, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.655974+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_10lpq9", "num_comments": 2, "permalink": "http://www.reddit.com/r/autism/comments/10lpq9/resources_for_children_on_the_spectrum_whose/", "post_id": "10lpq9", "query_variant_index": 1, "raw_text_sha256": "a50253e2a206f7846447bbf2c58e4b6bc689e1bcfc6cff829f87044f855bdf43", "score": 6, "source": "reddit", "source_key": "10lpq9", "source_labels": {"affective_stance": "neutral_unclear", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "information_or_explanation", "diagnostic_status": "unclear", "poster_role": "unclear", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "child"}, "source_sequence_number": 12, "title": "Resources for children on the spectrum whose parents are expecting.", "url": "http://www.reddit.com/r/autism/comments/10lpq9/resources_for_children_on_the_spectrum_whose/"}, "query_id": "acqa_s000012_q01", "query_intent": "caregiver_family_support", "scenario": "A family is preparing their young autistic son for the arrival of a new baby sibling. The family is seeking resources, such as children's books designed to explain what to expect, as well as information on finding local support groups or community programs in the San Francisco Bay Area that help autistic children navigate this transition.", "scenario_id": "acqa_s000012", "stakeholder": "caregiver_parent"} | |
| {"child_profile": {"age_or_age_band": "young child", "communication_profile": null, "diagnostic_status": "autism spectrum", "known_supports": [], "main_support_needs": ["preparing for a new sibling", "understanding family changes"], "observed_responses": [], "setting_context": ["home", "family transition"], "unknowns": ["exact age", "communication abilities", "sensory profile", "behavioral responses to change"]}, "goal": {"subneeds": [{"done_when": "The response details search strategies, professional contacts, or organizational directories to find local family support services.", "need": "Methods to find local support groups or sibling preparation programs."}, {"done_when": "The response suggests alternative local or virtual avenues to seek transition support.", "need": "Alternative community resources if specialized sibling groups are unavailable."}], "summary": "Locate local support groups or community resources for autistic children undergoing family transitions."}, "initial_query": "Are there specialized support groups or community programs for autistic children who are expecting a new sibling, and how can I find them in the Bay Area?", "metadata": {"created_utc": 1348804488, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.655974+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_10lpq9", "num_comments": 2, "permalink": "http://www.reddit.com/r/autism/comments/10lpq9/resources_for_children_on_the_spectrum_whose/", "post_id": "10lpq9", "query_variant_index": 2, "raw_text_sha256": "a50253e2a206f7846447bbf2c58e4b6bc689e1bcfc6cff829f87044f855bdf43", "score": 6, "source": "reddit", "source_key": "10lpq9", "source_labels": {"affective_stance": "neutral_unclear", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "information_or_explanation", "diagnostic_status": "unclear", "poster_role": "unclear", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "child"}, "source_sequence_number": 12, "title": "Resources for children on the spectrum whose parents are expecting.", "url": "http://www.reddit.com/r/autism/comments/10lpq9/resources_for_children_on_the_spectrum_whose/"}, "query_id": "acqa_s000012_q02", "query_intent": "care_navigation_services", "scenario": "A family is preparing their young autistic son for the arrival of a new baby sibling. The family is seeking resources, such as children's books designed to explain what to expect, as well as information on finding local support groups or community programs in the San Francisco Bay Area that help autistic children navigate this transition.", "scenario_id": "acqa_s000012", "stakeholder": "caregiver_parent"} | |
| {"child_profile": {"age_or_age_band": "5 years old", "communication_profile": "Mostly nonverbal; can utter a few single words when prompted; exhibits good receptive comprehension", "diagnostic_status": "Diagnosed at age 2", "known_supports": ["Early childhood programs", "Speech therapy", "Occupational therapy", "Swim class"], "main_support_needs": ["Expressive communication support", "Behavior and emotional regulation during meltdowns", "Safety and elopement prevention outdoors", "Pre-literacy and reading development", "Transition to school environment"], "observed_responses": ["Behavioral difficulties and meltdowns", "Attempts to run toward busy roads when outdoors", "Riding a toy bike indoors to stay in a safe, enclosed space"], "setting_context": ["Home", "Transitioning to public school summer kindergarten", "Speech therapy", "Occupational therapy", "Weekly swim class"], "unknowns": ["Specific augmentative and alternative communication (AAC) tools used or tried", "Cognitive or academic baseline assessments", "Exact triggers for behavioral meltdowns"]}, "goal": {"subneeds": [{"done_when": "The response outlines actionable emotional support strategies and perspective-shifting techniques for parents experiencing long-term future anxiety.", "need": "Coping mechanisms for caregiver anxiety and grief related to developmental milestones."}, {"done_when": "The response provides non-prescriptive, accessible strategies to encourage pre-literacy and reading engagement without relying on verbal speech.", "need": "General guidance on fostering literacy and reading skills in nonverbal children."}], "summary": "Provide strategies for managing caregiver anxiety, milestone grief, and supporting early literacy and communication development."}, "initial_query": "I am feeling incredibly overwhelmed and anxious about my 5-year-old nonverbal son's future. I constantly worry about whether he will ever learn to read, express himself, or live independently, especially when I see other kids his age hitting milestones. How can I cope with this anxiety and support his development?", "metadata": {"created_utc": 1371081493, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.656615+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_1g8egi", "num_comments": 111, "permalink": "http://www.reddit.com/r/autism/comments/1g8egi/my_boy/", "post_id": "1g8egi", "query_variant_index": 1, "raw_text_sha256": "ccc98df88720cef4689609e2758cdcca77c11e3104af6faf68c7af174ea9292c", "score": 154, "source": "reddit", "source_key": "1g8egi", "source_labels": {"affective_stance": "distressed_overwhelmed", "caregiver_problem_type": "understanding_child", "communicative_intent": "express_distress", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "emotional_reassurance", "diagnostic_status": "diagnosed", "poster_role": "caregiver", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "child"}, "source_sequence_number": 17, "title": "My boy", "url": "http://www.reddit.com/r/autism/comments/1g8egi/my_boy/"}, "query_id": "acqa_s000017_q01", "query_intent": "caregiver_family_support", "scenario": "A father is feeling overwhelmed and anxious about his five-year-old son's future. The boy was diagnosed with autism at age two, is mostly nonverbal (can utter a few single words when prompted, but has good comprehension), and is about to start summer kindergarten at a local public school. He currently attends speech therapy, occupational therapy, and a weekly swim class, and has a history of early childhood programs. The father experiences significant distress and sadness when comparing his son's milestones to neurotypical peers at the playground. He worries deeply about the child's long-term independence, his future ability to read, how he will express himself, and how to physically manage him during meltdowns or safety issues (such as running toward busy roads) as he grows larger and can no longer be easily picked up.", "scenario_id": "acqa_s000017", "stakeholder": "caregiver_parent"} | |
| {"child_profile": {"age_or_age_band": "4th to 6th grade", "communication_profile": "Varies among the five students in the classroom", "diagnostic_status": "Autism spectrum disorder", "known_supports": ["Self-contained classroom setting", "Dedicated teaching aide"], "main_support_needs": ["Educational support", "Social-emotional connection", "Understanding individual student profiles"], "observed_responses": [], "setting_context": ["Self-contained special education classroom", "School"], "unknowns": ["Individual communication methods", "Specific sensory profiles", "Individual behavioral triggers", "Specific academic levels"]}, "goal": {"subneeds": [{"done_when": "The response outlines practical, relationship-focused approaches for educators to build trust and connect with students.", "need": "Strategies for building rapport and connecting with autistic students in a classroom setting."}, {"done_when": "The response provides positive, supportive alternatives to traditional disciplinary methods in a classroom context.", "need": "Alternatives to a disciplinarian approach that support positive behavior and learning."}, {"done_when": "The response describes ways to assess and accommodate diverse student profiles within a self-contained classroom.", "need": "Methods for understanding and accommodating individual student needs within a group setting."}], "summary": "Identify educational and relational strategies for a classroom aide to connect with and support autistic students in a self-contained setting."}, "initial_query": "I recently started as a teaching aide in a self-contained classroom with five autistic students in grades 4-6. What are some effective strategies to help me connect with and understand my students, especially when trying to move away from a purely disciplinarian approach?", "metadata": {"created_utc": 1353364880, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.653678+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_13h3o8", "num_comments": 54, "permalink": "http://www.reddit.com/r/autism/comments/13h3o8/hey_rautism_i_recently_became_a_teaching_aide_in/", "post_id": "13h3o8", "query_variant_index": 1, "raw_text_sha256": "651ebde73ec4b45353e24ab0fce1efc2ddb9b55c08e8dee339047d7df8ca587d", "score": 14, "source": "reddit", "source_key": "13h3o8", "source_labels": {"affective_stance": "neutral_unclear", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "information_or_explanation", "diagnostic_status": "unclear", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "multiple"}, "source_sequence_number": 1, "title": "Hey /r/autism! I recently became a teaching aide in a self-contained class for five students with autism. Can you help me become a better educator?", "url": "http://www.reddit.com/r/autism/comments/13h3o8/hey_rautism_i_recently_became_a_teaching_aide_in/"}, "query_id": "acqa_s000001_q01", "query_intent": "education_accommodations", "scenario": "A newly appointed teaching aide in a self-contained classroom supports five students in the 4th to 6th grades who have varying autism profiles. The aide observes that other staff members often take a disciplinarian approach rather than an educational one. Seeking to be an effective educator and resource, the aide wants to learn strategies to connect with and understand the students more efficiently.", "scenario_id": "acqa_s000001", "stakeholder": "teacher"} | |
| {"child_profile": {"age_or_age_band": "School-age", "communication_profile": "Varying communication needs; some use tablets as communication devices", "diagnostic_status": "Most students in the class are diagnosed with autism", "known_supports": ["Alternative communication devices"], "main_support_needs": ["Accessing the curriculum", "Social skills development", "Behavioral support", "Life skills", "Numeracy and literacy", "Fine motor skills"], "observed_responses": [], "setting_context": ["Special education classroom", "School"], "unknowns": ["Specific ages of the students", "Individual cognitive profiles", "Individual sensory profiles", "Specific physical or motor limitations"]}, "goal": {"subneeds": [{"done_when": "The response outlines practical classroom integration strategies for tablets that support curriculum access.", "need": "Strategies for using tablets to enhance the learning environment beyond basic communication."}, {"done_when": "The response provides general principles for adapting digital tasks to match diverse learning needs.", "need": "Guidance on adapting tablet activities for students with significant support needs."}], "summary": "Information on integrating tablets in a special education classroom to support curriculum access for autistic students with high support needs."}, "initial_query": "Other than as a communication device, how can tablets or iPads be integrated into a special education classroom to help autistic students with high support needs access the curriculum?", "metadata": {"created_utc": 1348617715, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.654433+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_10h99o", "num_comments": 13, "permalink": "http://www.reddit.com/r/autism/comments/10h99o/ipadtablet_as_a_tool_for_children_with_autism/", "post_id": "10h99o", "query_variant_index": 1, "raw_text_sha256": "4970ed49a7e631db2feb1116785a187528eea1c9da2567fcad367e547b245ef3", "score": 9, "source": "reddit", "source_key": "10h99o", "source_labels": {"affective_stance": "neutral_unclear", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation|routine_attention_functioning|care_or_daily_living", "desired_response_type": "information_or_explanation", "diagnostic_status": "diagnosed", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "child"}, "source_sequence_number": 2, "title": "iPad/Tablet as a tool for children with autism", "url": "http://www.reddit.com/r/autism/comments/10h99o/ipadtablet_as_a_tool_for_children_with_autism/"}, "query_id": "acqa_s000002_q01", "query_intent": "education_accommodations", "scenario": "A special education teacher of eight students, most of whom are diagnosed with autism, is seeking funding and saving up to purchase iPads/tablets for the classroom. The teacher wants to understand how tablets can be utilized to enhance the learning environment and help students with high support needs access the curriculum, beyond using them solely as alternative communication devices. Specifically, the teacher is looking for ways to support social, behavioral, life skills, numeracy, literacy, and fine motor development using tablet technology.", "scenario_id": "acqa_s000002", "stakeholder": "teacher"} | |
| {"child_profile": {"age_or_age_band": "School-age", "communication_profile": "Varying communication needs; some use tablets as communication devices", "diagnostic_status": "Most students in the class are diagnosed with autism", "known_supports": ["Alternative communication devices"], "main_support_needs": ["Accessing the curriculum", "Social skills development", "Behavioral support", "Life skills", "Numeracy and literacy", "Fine motor skills"], "observed_responses": [], "setting_context": ["Special education classroom", "School"], "unknowns": ["Specific ages of the students", "Individual cognitive profiles", "Individual sensory profiles", "Specific physical or motor limitations"]}, "goal": {"subneeds": [{"done_when": "The response describes types of digital tools or features that facilitate social interaction and behavioral self-regulation.", "need": "Categories of applications or built-in features that target social and behavioral development."}, {"done_when": "The response identifies functional categories of digital tools suitable for academic, life skills, and motor skill practice.", "need": "Categories of applications or features that support life skills, literacy, numeracy, and fine motor development."}], "summary": "Information on selecting tablet applications or features to support social, behavioral, life, and fine motor skills in a classroom."}, "initial_query": "What features or categories of tablet applications are recommended for supporting autistic students with social, behavioral, life skills, and fine motor development in a school setting?", "metadata": {"created_utc": 1348617715, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.654433+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_10h99o", "num_comments": 13, "permalink": "http://www.reddit.com/r/autism/comments/10h99o/ipadtablet_as_a_tool_for_children_with_autism/", "post_id": "10h99o", "query_variant_index": 2, "raw_text_sha256": "4970ed49a7e631db2feb1116785a187528eea1c9da2567fcad367e547b245ef3", "score": 9, "source": "reddit", "source_key": "10h99o", "source_labels": {"affective_stance": "neutral_unclear", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation|routine_attention_functioning|care_or_daily_living", "desired_response_type": "information_or_explanation", "diagnostic_status": "diagnosed", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "child"}, "source_sequence_number": 2, "title": "iPad/Tablet as a tool for children with autism", "url": "http://www.reddit.com/r/autism/comments/10h99o/ipadtablet_as_a_tool_for_children_with_autism/"}, "query_id": "acqa_s000002_q02", "query_intent": "education_accommodations", "scenario": "A special education teacher of eight students, most of whom are diagnosed with autism, is seeking funding and saving up to purchase iPads/tablets for the classroom. The teacher wants to understand how tablets can be utilized to enhance the learning environment and help students with high support needs access the curriculum, beyond using them solely as alternative communication devices. Specifically, the teacher is looking for ways to support social, behavioral, life skills, numeracy, literacy, and fine motor development using tablet technology.", "scenario_id": "acqa_s000002", "stakeholder": "teacher"} | |
| {"child_profile": {"age_or_age_band": "3 years old", "communication_profile": "Not specified, but developmental red flags are noted", "diagnostic_status": "Undiagnosed (developmental red flags observed)", "known_supports": [], "main_support_needs": ["Developmental screening and evaluation referral", "Sensitive family communication"], "observed_responses": ["Developmental red flags (unspecified details)"], "setting_context": ["Preschool classroom"], "unknowns": ["Specific red flags observed", "Language and communication abilities", "Sensory profile", "Family's awareness or perspective"]}, "goal": {"subneeds": [{"done_when": "The response provides clear options for structuring the meeting agenda to balance routine updates with sensitive developmental feedback.", "need": "Advice on the timing and flow of the meeting."}, {"done_when": "The response outlines communication techniques that foster partnership and reduce parental defensiveness.", "need": "Strategies for framing the conversation collaboratively and empathetically."}], "summary": "Guidance on structuring a sensitive parent-teacher conference to discuss developmental concerns."}, "initial_query": "How should I structure a parent-teacher conference when I need to bring up developmental concerns and potential autism for the first time?", "metadata": {"created_utc": 1325319039, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.654797+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_nxc9a", "num_comments": 2, "permalink": "http://www.reddit.com/r/autism/comments/nxc9a/how_do_i_talk_to_a_parent_about_possible_autism/", "post_id": "nxc9a", "query_variant_index": 1, "raw_text_sha256": "55471d3e765fda7ee7cd7d1cb251fd1b359bc71eba999dc40b30a51b6e48a51a", "score": 6, "source": "reddit", "source_key": "nxc9a", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "practical_steps", "diagnostic_status": "unclear", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "child"}, "source_sequence_number": 4, "title": "How do I talk to a parent about possible autism?", "url": "http://www.reddit.com/r/autism/comments/nxc9a/how_do_i_talk_to_a_parent_about_possible_autism/"}, "query_id": "acqa_s000004_q01", "query_intent": "caregiver_family_support", "scenario": "A preschool teacher is preparing for an upcoming parent-teacher conference with the parents of a 3-year-old boy in their class. The teacher and school staff have noticed several developmental red flags. The teacher has never had to discuss potential autism or developmental concerns with a parent before, wants to approach the conversation sensitively, and is looking for guidance on how to structure the meeting and share observations without overstepping their professional role.", "scenario_id": "acqa_s000004", "stakeholder": "teacher"} | |
| {"child_profile": {"age_or_age_band": "14 years old", "communication_profile": null, "diagnostic_status": "Autism, Intellectual Disability", "known_supports": ["Mother's overnight supervision", "Proposed gradual transition plan"], "main_support_needs": ["Transitioning sleeping and living environment", "Sensory regulation in living spaces", "Overnight supervision"], "observed_responses": ["Prefers spending majority of time and sleeping in the dark, quiet garage with toys and blankets"], "setting_context": ["Home", "Garage", "Upstairs bedroom"], "unknowns": ["Communication level and preferences", "Specific sensory triggers or fears regarding the upstairs bedroom", "Cognitive profile details"]}, "goal": {"subneeds": [{"done_when": "The response provides a professional perspective on the feasibility of a gradual, activity-based transition plan and outlines structured steps for implementation.", "need": "Evaluation of the proposed gradual transition plan and suggestions for structuring it."}, {"done_when": "The response identifies methods to assess and replicate the calming sensory characteristics of the preferred environment in the new bedroom.", "need": "Strategies to address the sensory differences between the garage and the upstairs bedroom."}, {"done_when": "The response outlines practical safety and monitoring considerations to support the mother's supervision needs during the transition.", "need": "Safety and supervision considerations during the transition process."}], "summary": "Provide guidance on transitioning an autistic adolescent's sleeping and living environment from a garage to an upstairs bedroom."}, "initial_query": "I am a therapist working with a 14-year-old autistic boy who prefers sleeping and spending his time in the dark, quiet garage. His mother and I want to transition him back to his upstairs bedroom before winter. Does a gradual transition plan—spending time upstairs for activities and slowly moving his belongings—sound feasible, and what other strategies can we use to make his bedroom feel as safe and comfortable as the garage?", "metadata": {"created_utc": 1349749338, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.654644+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_116afi", "num_comments": 18, "permalink": "http://www.reddit.com/r/autism/comments/116afi/therapist_working_with_14_year_old_boy_with/", "post_id": "116afi", "query_variant_index": 1, "raw_text_sha256": "9842c3a6985bbad17ece1a41c1643d103893f5e337a2e5d7c23006044ee928c0", "score": 7, "source": "reddit", "source_key": "116afi", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "sensory|emotion_behavior_regulation", "desired_response_type": "practical_steps", "diagnostic_status": "diagnosed", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "adult_other"}, "source_sequence_number": 3, "title": "therapist working with 14 year old boy with autism and need some advice on bedroom situation.", "url": "http://www.reddit.com/r/autism/comments/116afi/therapist_working_with_14_year_old_boy_with/"}, "query_id": "acqa_s000003_q01", "query_intent": "daily_living_routines", "scenario": "A therapist is working with a 14-year-old autistic boy who spends the majority of his time and sleeps in the family garage, which is dark, quiet, and contains his bed, blankets, and toys. The boy's mother currently sleeps downstairs in the living room to supervise him. Because the weather is getting colder, the therapist and mother want to transition him back to his upstairs bedroom. They are considering a gradual transition plan that involves spending short periods in the upstairs bedroom for preferred activities like arts, crafts, and board games, decorating the room to his liking, and slowly moving his belongings upstairs. The therapist is seeking feedback on this approach and additional strategies to support this transition.", "scenario_id": "acqa_s000003", "stakeholder": "clinician"} | |
| {"child_profile": {"age_or_age_band": "20 years old", "communication_profile": "Nonverbal, uses PECS to communicate, produces vocalizations like laughing and humming", "diagnostic_status": "diagnosed", "known_supports": ["PECS (Picture Exchange Communication System)"], "main_support_needs": ["Communication support"], "observed_responses": ["Whispering words in quiet, private moments"], "setting_context": ["Community settings", "Recreational activities"], "unknowns": ["Cognitive profile", "Motor speech capabilities", "Receptive language level"]}, "goal": {"subneeds": [{"done_when": "The response explains the phenomenon of situational, emerging, or occasional vocal speech in individuals who primarily use alternative communication methods.", "need": "Information on whether individuals classified as nonverbal can produce occasional whispered or low-volume speech."}, {"done_when": "The response outlines objective observation and documentation strategies for tracking potential speech sounds in natural environments.", "need": "Guidance on how to observe, document, or verify these potential vocalizations without putting pressure on the individual."}, {"done_when": "The response provides general principles for acknowledging and validating any form of communication without demanding verbal repetition.", "need": "Advice on how to respond to or support these communication attempts in the moment."}], "summary": "Understand the possibility and clinical context of occasional whispered speech in a nonverbal autistic individual."}, "initial_query": "I work as a behavioral health professional with a 20-year-old nonverbal autistic client who uses PECS. Recently, in very quiet, one-on-one settings, I thought I heard her whisper a couple of words. Is it possible for someone who has been nonverbal their whole life to occasionally produce whispered speech, and how should I interpret or respond to this?", "metadata": {"created_utc": 1367689429, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.655555+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_1dor95", "num_comments": 20, "permalink": "http://www.reddit.com/r/autism/comments/1dor95/i_work_with_a_20_yo_girl_who_is_autistic_and/", "post_id": "1dor95", "query_variant_index": 1, "raw_text_sha256": "c03cc6baa07f90cdf67b2715ac6894d2a8d1db7241e0e2a68e1ce71931758fd9", "score": 7, "source": "reddit", "source_key": "1dor95", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication", "desired_response_type": "information_or_explanation", "diagnostic_status": "diagnosed", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "adult_other"}, "source_sequence_number": 9, "title": "I work with a 20 y/o girl who is autistic and nonverbal, is it possible I heard her say something?", "url": "http://www.reddit.com/r/autism/comments/1dor95/i_work_with_a_20_yo_girl_who_is_autistic_and/"}, "query_id": "acqa_s000009_q01", "query_intent": "communication_support", "scenario": "A behavioral health professional works with a 20-year-old autistic individual who has been nonverbal her entire life and primarily uses PECS to communicate, alongside vocalizations like laughing and humming. On two separate quiet, one-on-one occasions, the professional believed they heard the individual whisper specific words. The professional is seeking information on whether it is possible for an individual who is considered nonverbal to occasionally produce whispered speech and how to understand this behavior.", "scenario_id": "acqa_s000009", "stakeholder": "clinician"} | |
| {"child_profile": {"age_or_age_band": null, "communication_profile": "Non-verbal", "diagnostic_status": "Autistic", "known_supports": ["Distraction techniques", "Play", "Giving space", "Verbal reassurance"], "main_support_needs": ["24-hour support", "Crisis de-escalation", "Behavioral support"], "observed_responses": ["Throwing objects at staff", "Physical aggression", "Inability to calm down once in crisis"], "setting_context": ["Respite house", "Residential support setting"], "unknowns": ["Age", "Specific sensory triggers", "Alternative communication methods used", "Medical history"]}, "goal": {"subneeds": [{"done_when": "The response outlines evidence-based behavioral de-escalation strategies that do not rely on verbal communication.", "need": "Information on proactive and reactive de-escalation techniques suitable for non-verbal individuals."}, {"done_when": "The response provides general safety principles and environmental modifications to minimize injury risks during a crisis.", "need": "Guidance on maintaining staff and child safety during physical aggression."}, {"done_when": "The response explains how to monitor and respond to early behavioral changes to prevent escalation.", "need": "Strategies for identifying and addressing precursor signs before a crisis peaks."}], "summary": "Identify safe, professional de-escalation strategies for non-verbal children in high-intensity behavioral crises."}, "initial_query": "What strategies can professional staff use to safely de-escalate a non-verbal autistic child who has reached a high-intensity crisis point with physical aggression?", "metadata": {"created_utc": 1343042739, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.656129+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_x0f0l", "num_comments": 16, "permalink": "http://www.reddit.com/r/autism/comments/x0f0l/strategies_for_controlling_behaviour/", "post_id": "x0f0l", "query_variant_index": 1, "raw_text_sha256": "e2679d9aad78d7b6a8810d15e88949492998f010b472887df8adcabec30ee336", "score": 7, "source": "reddit", "source_key": "x0f0l", "source_labels": {"affective_stance": "distressed_overwhelmed", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "emotion_behavior_regulation|care_or_daily_living", "desired_response_type": "information_or_explanation", "diagnostic_status": "diagnosed", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "child"}, "source_sequence_number": 13, "title": "Strategies for controlling behaviour.", "url": "http://www.reddit.com/r/autism/comments/x0f0l/strategies_for_controlling_behaviour/"}, "query_id": "acqa_s000013_q01", "query_intent": "behavior_emotion_regulation", "scenario": "A professional support worker in a respite care setting experienced a severe crisis situation with a non-verbal autistic child. The child exhibited high levels of aggression, including throwing objects and physical violence, resulting in staff injury. Standard distraction techniques, play, verbal communication, and giving space were ineffective once the child reached a high-intensity crisis state. The staff is seeking additional strategies to de-escalate severe crisis behaviors and maintain safety.", "scenario_id": "acqa_s000013", "stakeholder": "clinician"} | |
| {"child_profile": {"age_or_age_band": null, "communication_profile": null, "diagnostic_status": null, "known_supports": [], "main_support_needs": [], "observed_responses": [], "setting_context": [], "unknowns": ["individual child details", "age", "specific support needs"]}, "goal": {"subneeds": [{"done_when": "The response outlines the history of the puzzle piece symbol and how it has been perceived by different groups.", "need": "Explain the origin and meaning of the puzzle piece symbol."}, {"done_when": "The response explains the introduction of the infinity symbol and its association with neurodiversity.", "need": "Explain the origin and meaning of the infinity symbol."}, {"done_when": "The response objectively describes why some self-advocates and organizations prefer one symbol over the other.", "need": "Contrast the community perspectives on both symbols."}], "summary": "Understand the history, meaning, and community perspectives regarding the puzzle piece and infinity symbols representing autism."}, "initial_query": "Can you explain the symbolism behind the infinity symbol and the puzzle piece in the autism community, and why there is a preference for one over the other?", "metadata": {"created_utc": 1359434010, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.655690+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_17h800", "num_comments": 30, "permalink": "http://www.reddit.com/r/autism/comments/17h800/it_might_just_be_me/", "post_id": "17h800", "query_variant_index": 1, "raw_text_sha256": "be005e812110802c360d6180345516d1da93c694e0d7f987a164b9444bef8270", "score": 8, "source": "reddit", "source_key": "17h800", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "unclear", "desired_response_type": "information_or_explanation", "diagnostic_status": "unclear", "poster_role": "professional_other", "posting_form": "direct_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "unclear"}, "source_sequence_number": 10, "title": "It might just be me,", "url": "http://www.reddit.com/r/autism/comments/17h800/it_might_just_be_me/"}, "query_id": "acqa_s000010_q01", "query_intent": "general_information", "scenario": "An individual who has worked as an applied behavior analysis tutor and school volunteer is unfamiliar with the infinity symbol representing autism, having previously only encountered the puzzle piece symbol. They are seeking to understand the history, meaning, and community perspectives associated with both symbols.", "scenario_id": "acqa_s000010", "stakeholder": "general"} | |
| {"child_profile": {"age_or_age_band": "Children and adults", "communication_profile": null, "diagnostic_status": "Autism", "known_supports": [], "main_support_needs": ["Behavioral support", "Independent living skills"], "observed_responses": [], "setting_context": ["Residential facility"], "unknowns": ["individual communication profile", "specific sensory profiles", "individual age", "specific behavioral triggers"]}, "goal": {"subneeds": [{"done_when": "The response lists resources or perspectives written by autistic individuals or focusing on the lived experience of autism.", "need": "Recommendations for first-person accounts or experiential literature about autism."}, {"done_when": "The response outlines foundational caregiving practices that emphasize routine, patience, and individual differences.", "need": "Guidance on key principles for supporting autistic individuals in a residential care setting."}], "summary": "Provide resources and literature that offer insight into the lived experience of autism to help a new residential caregiver prepare."}, "initial_query": "I am starting a job as a direct caregiver in a residential facility for autistic children and adults. Can you recommend books, articles, or resources that describe what it feels like to live with autism, rather than just clinical descriptions?", "metadata": {"created_utc": 1369160575, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.656377+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_1es1hw", "num_comments": 4, "permalink": "http://www.reddit.com/r/autism/comments/1es1hw/requesting_some_literature_to_better_understand/", "post_id": "1es1hw", "query_variant_index": 1, "raw_text_sha256": "b5789d0ddb0799dbbe800cd6b4012ddaf6270a6c2a79eecb571d749efcff4b60", "score": 6, "source": "reddit", "source_key": "1es1hw", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "care_or_daily_living|social_communication", "desired_response_type": "information_or_explanation", "diagnostic_status": "unclear", "poster_role": "self", "posting_form": "narrative_then_question", "primary_support_need": "understanding_or_identification", "subject_of_concern": "unclear"}, "source_sequence_number": 15, "title": "Requesting some literature to better understand autism.", "url": "http://www.reddit.com/r/autism/comments/1es1hw/requesting_some_literature_to_better_understand/"}, "query_id": "acqa_s000015_q01", "query_intent": "general_information", "scenario": "An incoming direct care staff member at a residential facility for autistic children and adults is seeking resources to prepare for their role. They want to understand the lived experience of autism beyond clinical descriptions and are looking for literature, books, or articles that offer personal insights, as well as general advice on supporting residents effectively.", "scenario_id": "acqa_s000015", "stakeholder": "general"} | |
| {"child_profile": {"age_or_age_band": "3 years old", "communication_profile": "Not specified, but developmental red flags are noted", "diagnostic_status": "Undiagnosed (developmental red flags observed)", "known_supports": [], "main_support_needs": ["Developmental screening and evaluation referral", "Sensitive family communication"], "observed_responses": ["Developmental red flags (unspecified details)"], "setting_context": ["Preschool classroom"], "unknowns": ["Specific red flags observed", "Language and communication abilities", "Sensory profile", "Family's awareness or perspective"]}, "goal": {"subneeds": [{"done_when": "The response explains how to present concrete, classroom-based observations rather than diagnostic labels.", "need": "Guidance on using objective documentation versus checklists during the discussion."}, {"done_when": "The response outlines how a teacher can suggest external developmental resources or professional screenings without making a formal diagnosis.", "need": "Information on how to guide parents toward next steps or professional evaluations."}], "summary": "Strategies for sharing developmental observations objectively and professionally."}, "initial_query": "What is the best way to share observed developmental red flags with parents without overstepping my role as a teacher or making them feel defensive?", "metadata": {"created_utc": 1325319039, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.654797+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_nxc9a", "num_comments": 2, "permalink": "http://www.reddit.com/r/autism/comments/nxc9a/how_do_i_talk_to_a_parent_about_possible_autism/", "post_id": "nxc9a", "query_variant_index": 2, "raw_text_sha256": "55471d3e765fda7ee7cd7d1cb251fd1b359bc71eba999dc40b30a51b6e48a51a", "score": 6, "source": "reddit", "source_key": "nxc9a", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "social_communication|emotion_behavior_regulation", "desired_response_type": "practical_steps", "diagnostic_status": "unclear", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "child"}, "source_sequence_number": 4, "title": "How do I talk to a parent about possible autism?", "url": "http://www.reddit.com/r/autism/comments/nxc9a/how_do_i_talk_to_a_parent_about_possible_autism/"}, "query_id": "acqa_s000004_q02", "query_intent": "diagnosis_assessment", "scenario": "A preschool teacher is preparing for an upcoming parent-teacher conference with the parents of a 3-year-old boy in their class. The teacher and school staff have noticed several developmental red flags. The teacher has never had to discuss potential autism or developmental concerns with a parent before, wants to approach the conversation sensitively, and is looking for guidance on how to structure the meeting and share observations without overstepping their professional role.", "scenario_id": "acqa_s000004", "stakeholder": "teacher"} | |
| {"child_profile": {"age_or_age_band": "Children and adults", "communication_profile": null, "diagnostic_status": "Autism and other special needs", "known_supports": ["iPad"], "main_support_needs": ["Educational support", "Engagement", "Skill development"], "observed_responses": [], "setting_context": ["Special education setting"], "unknowns": ["individual age", "specific communication profiles", "individual sensory profiles", "specific learning goals"]}, "goal": {"subneeds": [{"done_when": "The response outlines key design features and usability factors to consider when selecting digital tools for autistic individuals.", "need": "Criteria for evaluating the educational and therapeutic value of apps for autistic learners."}, {"done_when": "The response categorizes functional areas where digital tools can support learning, communication, or daily routines.", "need": "Categories of apps commonly used in educational settings for autistic students."}, {"done_when": "The response provides practical guidance on introducing and managing device use within an educational environment.", "need": "Strategies for integrating tablet-based activities into daily routines or lessons."}], "summary": "Help the educator navigate and select high-quality iPad apps for autistic students by providing categorization and selection criteria."}, "initial_query": "I am an educator working with autistic students and am overwhelmed by the number of iPad apps available. What are some of the most recommended and effective autism-related apps to help me get started?", "metadata": {"created_utc": 1355947377, "domain": "self.autism", "generated_at": "2026-07-28T15:26:53.654980+00:00", "generation_method": "structured_llm_from_raw_reddit_row", "generation_mode": "live", "generation_model": {"model_id": "gemini-3.5-flash", "provider": "google_gemini", "version": "dataset-builder-v1"}, "generation_prompt": "research_autism/prompts/dataset_row_composer_v1.txt", "generation_prompt_sha256": "14b0609df9bf239e241b0b9b058daecef5bd95083fc6d2723ef671e3ee5779f6", "generation_prompt_version": "v1", "name": "t3_154ipy", "num_comments": 39, "permalink": "http://www.reddit.com/r/autism/comments/154ipy/best_autismrelated_apps_for_the_ipad/", "post_id": "154ipy", "query_variant_index": 1, "raw_text_sha256": "1b8c00504c4564d10210e2d7ffa79fa3313ef9d234e7fbc5fef7c5a3f1267577", "score": 18, "source": "reddit", "source_key": "154ipy", "source_labels": {"affective_stance": "confused_uncertain", "caregiver_problem_type": "unclear", "communicative_intent": "ask_for_advice_or_information", "described_difficulty_or_characteristic": "routine_attention_functioning", "desired_response_type": "information_or_explanation", "diagnostic_status": "unclear", "poster_role": "professional_other", "posting_form": "narrative_then_question", "primary_support_need": "practical_advice", "subject_of_concern": "multiple"}, "source_sequence_number": 5, "title": "Best Autism-related apps for the iPad?", "url": "http://www.reddit.com/r/autism/comments/154ipy/best_autismrelated_apps_for_the_ipad/"}, "query_id": "acqa_s000005_q01", "query_intent": "education_accommodations", "scenario": "An educator working with autistic individuals and others with special needs is looking to integrate iPad apps into their educational and support activities. They find the vast number of available apps overwhelming and are seeking recommendations for high-quality, autism-related apps to help them get started.", "scenario_id": "acqa_s000005", "stakeholder": "teacher"} | |