{"id":"W2795863578","doi":"10.2196/mental.9631","title":"Improvement of Attention-Deficit/Hyperactivity Disorder Symptoms in School-Aged Children, Adolescents, and Young Adults With Autism via a Digital Smartglasses-Based Socioemotional Coaching Aid: Short-Term, Uncontrolled Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"Attention deficit hyperactivity disorder; Impulsivity; Autism spectrum disorder; Autism; Socioemotional selectivity theory; Psychology; Clinical psychology; Psychological intervention; Intervention (counseling); Psychiatry; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000453148,0.0004413282,0.000821839,0.0003128682,0.0003799762,0.00006855946,0.0001114918,0.00007629926,0.00006197889],"category_scores_gemma":[0.00002832192,0.0003870456,0.000105895,0.0003186958,0.0002186398,0.0005487906,0.0001003271,0.0005638603,0.00001393633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005631081,"about_ca_system_score_gemma":0.0003663086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015612,"about_ca_topic_score_gemma":0.003413962,"domain_scores_codex":[0.996734,0.000208327,0.0008070829,0.0007744429,0.0008910242,0.0005851578],"domain_scores_gemma":[0.9987273,0.00005324973,0.000385582,0.0003932114,0.0001100795,0.0003305547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004725619,0.01372829,0.9743813,0.0002641092,0.0001792805,0.000007475378,0.0003426581,0.00000348644,0.001270647,0.00000365919,0.000006932145,0.00508659],"study_design_scores_gemma":[0.02885103,0.01311609,0.9532495,0.0008374596,0.00006369099,0.00005332581,0.002485086,0.001034563,0.00000311075,0.000003309678,9.348759e-7,0.0003019668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924865,0.00007578713,0.0006889849,0.0006178568,0.0001582507,0.005724696,0.0001363372,0.00008277624,0.00002874702],"genre_scores_gemma":[0.9989493,0.00001000095,0.000084024,0.000187146,0.00007043185,0.0002185322,0.0003572253,0.00006852274,0.00005481277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412541,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160896491198907,"score_gpt":0.2998562606554011,"score_spread":0.288247295743412,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}