{"id":"W4210615971","doi":"10.1186/s40814-022-00988-3","title":"An open-label prospective pilot trial of nucleus accumbens deep brain stimulation for children with autism spectrum disorder and severe, refractory self-injurious behavior: study protocol","year":2022,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre; Ontario Brain Institute; Institute for Work & Health; Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Autism spectrum disorder; Deep brain stimulation; Population; Prospective memory; Medicine; Prospective cohort study; Autism; Psychology; Randomized controlled trial; Psychiatry; Clinical psychology; Internal medicine; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003548245,0.0002724843,0.0006420028,0.00006019398,0.0005734051,0.00003407489,0.0001113377,0.00002599404,0.00001392602],"category_scores_gemma":[0.00008232115,0.0001925519,0.00002531451,0.0001512694,0.0001567603,0.0001620843,0.0003161896,0.0001786179,1.985618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000976459,"about_ca_system_score_gemma":0.00004812576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001884164,"about_ca_topic_score_gemma":0.0006564524,"domain_scores_codex":[0.9981884,0.0001946462,0.0003534058,0.0007345569,0.0002853522,0.0002435896],"domain_scores_gemma":[0.9991651,0.0001414568,0.0001915851,0.0003449041,0.00006239417,0.00009455051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1152546,0.05009415,0.8308259,0.00006169306,0.0005216554,0.000008143116,0.001342003,0.000001846141,0.0000378715,0.00006960657,0.00002202923,0.001760526],"study_design_scores_gemma":[0.1479929,0.1832274,0.6654307,0.000005201997,0.0003452335,0.000006355163,0.0006754459,0.00002501185,0.000003120814,0.002135391,0.000009912406,0.0001433278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049604,0.00008015466,0.000005949691,0.0002895789,0.0000279224,0.1944621,0.00007794687,0.00005996542,0.00003605273],"genre_scores_gemma":[0.909506,0.0000101114,0.0002846533,0.0001006859,0.00002219252,0.08999512,0.00001904142,0.00002674938,0.00003541236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653953,"threshold_uncertainty_score":0.7852038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207199792500804,"score_gpt":0.4190382855983747,"score_spread":0.2983183063482943,"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."}}