{"id":"W4285321274","doi":"10.2196/35701","title":"Effects of a Gamified, Behavior Change Technique–Based Mobile App on Increasing Physical Activity and Reducing Anxiety in Adults With Autism Spectrum Disorder: Feasibility Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Beck Anxiety Inventory; Autism spectrum disorder; Neurotypical; Population; Randomized controlled trial; Repeated measures design; Mental health; Psychology; Autism; Intervention (counseling); Clinical psychology; Physical therapy; Medicine; Psychiatry; Beck Depression Inventory; Environmental health","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":[0.0061664,0.0003687659,0.001566009,0.001046768,0.0007034498,0.00007863597,0.0005215457,0.0001000911,0.00004519876],"category_scores_gemma":[0.00112365,0.0002818159,0.0002697083,0.001908419,0.001152747,0.0004958287,0.0006546492,0.002131877,0.000003449018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006130366,"about_ca_system_score_gemma":0.0003191061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333367,"about_ca_topic_score_gemma":0.00005101594,"domain_scores_codex":[0.9866284,0.008481206,0.0005115973,0.0009395597,0.002392879,0.001046342],"domain_scores_gemma":[0.9917387,0.007135527,0.0003387527,0.0005710381,0.00003267338,0.0001833433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9551265,0.007989154,0.0002876814,0.0004362632,0.00001552831,0.00004222284,0.005611389,0.00002635219,0.02624384,0.001523185,0.000002452689,0.002695416],"study_design_scores_gemma":[0.8733973,0.008119504,0.007733337,0.0003127531,0.00002230356,0.000014348,0.0003913986,0.01732557,0.09119732,0.001133549,0.000005070191,0.0003475671],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312268,0.00005147813,0.00006961163,0.0004345996,0.00004288316,0.0677258,0.00004558954,0.00008858136,0.0003145791],"genre_scores_gemma":[0.8459637,0.00004496217,0.00002360749,0.00001051974,0.00002148477,0.1538752,0.000004543772,0.00004095678,0.000015086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0861494,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925981447951848,"score_gpt":0.3642726211492287,"score_spread":0.3350128066697102,"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."}}