{"id":"W4410070766","doi":"10.2196/71119","title":"ChatGPT-Delivered Physical Activity Intervention for Children With Autism Spectrum Disorder: Pre-Post Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Autism spectrum disorder; Intervention (counseling); Autism; Medicine; Psychology; Psychiatry; Computer science; World Wide Web","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":[0.004225925,0.0009710144,0.001446462,0.001031589,0.00148375,0.0004916762,0.0007936269,0.0009158223,0.005065372],"category_scores_gemma":[0.006488091,0.0007519657,0.001348139,0.0004824718,0.000950576,0.0007797795,0.001112199,0.001512205,0.0006205761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152204,"about_ca_system_score_gemma":0.004611272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005600845,"about_ca_topic_score_gemma":0.01017,"domain_scores_codex":[0.9978892,0.0008698889,0.0002418195,0.0002581759,0.0003086875,0.0004322308],"domain_scores_gemma":[0.9962437,0.001221591,0.0003785981,0.0003066259,0.0007422286,0.001107261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06071606,0.5142334,0.09813987,0.004895864,0.0005119608,0.00298921,0.02354398,0.001157096,0.01330766,0.0003053085,0.00296748,0.2772323],"study_design_scores_gemma":[0.02990484,0.4530485,0.4957388,0.0005008618,0.0003881671,0.0005635654,0.01074665,0.0008201815,0.003937358,0.0001644426,0.004071929,0.000114601],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907982,0.0000699922,0.0002913312,0.00006531971,0.00002823914,0.007885911,0.0002287007,0.00003362865,0.0005986501],"genre_scores_gemma":[0.9427873,0.0004939541,0.007064854,0.0001725116,0.00007205681,0.0472583,0.0005863615,0.00001396973,0.001550639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005600845,"threshold_uncertainty_score":0.02234912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024289762297736,"score_gpt":0.3609821466439701,"score_spread":0.3307392490209927,"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."}}