{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106745,0.000822116,0.001071953,0.0006587687,0.0007689316,0.0003656221,0.0005536141,0.0005163057,0.001869877],"category_scores_gemma":[0.001311409,0.0003519066,0.0009340166,0.000261268,0.0007486338,0.0005133831,0.0006318932,0.001116987,0.0002962106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312947,"about_ca_system_score_gemma":0.0007806371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003324105,"about_ca_topic_score_gemma":0.00652494,"domain_scores_codex":[0.9994246,0.0001716965,0.00008413814,0.0001101895,0.00009653388,0.0001129336],"domain_scores_gemma":[0.9990622,0.0002182352,0.0001674662,0.0001043848,0.0001398498,0.0003079171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1205502,0.5664471,0.1680724,0.001615421,0.0009098554,0.001226344,0.003742599,0.0005480068,0.05252598,0.00005996049,0.0007548478,0.08354731],"study_design_scores_gemma":[0.01224903,0.6843287,0.296666,0.00004325838,0.0003422635,0.0002902518,0.001313247,0.0004717811,0.00351452,0.00003183832,0.0007199922,0.00002906447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994385,0.00004941279,0.0000372322,0.000005942291,0.00000480341,0.0003434248,0.00005621792,0.00000389615,0.0000606799],"genre_scores_gemma":[0.9961029,0.0002772203,0.0008882138,0.00006162804,0.00003534434,0.001748983,0.0004011227,0.000003871485,0.0004806965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003324105,"threshold_uncertainty_score":0.006609499,"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."}}