{"id":"W2031123900","doi":"10.1007/s10488-013-0533-1","title":"Increasing the Effectiveness of Community Mental Health Center Social Skills Groups for Children with Autism Spectrum Disorder: A Training and Consultation Example","year":2014,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coaching; Autism spectrum disorder; Autism; Mental health; Social skills; Psychology; Medical education; Behavior management; Clinical psychology; Applied psychology; Psychiatry; Medicine; Developmental psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005998883,0.000220451,0.0004181141,0.0003053478,0.003547132,0.0001273493,0.0002077228,0.00006636447,0.000003488424],"category_scores_gemma":[0.00004485529,0.0001812319,0.00002519783,0.0005269108,0.0006277515,0.0002620232,0.0001728816,0.000555298,6.240421e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432804,"about_ca_system_score_gemma":0.0008523102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03829447,"about_ca_topic_score_gemma":0.02137933,"domain_scores_codex":[0.9920264,0.005443457,0.0005440862,0.0004139351,0.0005851092,0.000987008],"domain_scores_gemma":[0.9978358,0.001224699,0.0002550469,0.0001756432,0.00001209561,0.0004966792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.009925832,0.003092389,0.1541628,0.0124856,0.00004949208,7.11855e-7,0.5118677,0.000001199732,0.001121189,0.181621,0.00008304171,0.125589],"study_design_scores_gemma":[0.01657926,0.01656659,0.889443,0.00132328,0.000002992507,0.0003576844,0.06166035,0.001215499,0.0009122773,0.00947171,0.002030911,0.0004364213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941064,0.0003876679,0.00002383039,0.05406726,0.00003283182,0.003847965,0.0004774973,0.00001963027,0.00007934253],"genre_scores_gemma":[0.9941134,0.002185415,0.00008166706,0.00290117,0.00003840003,0.0001405287,0.0005035957,0.00002628843,0.000009469361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7352802,"threshold_uncertainty_score":0.9977501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04566249081946317,"score_gpt":0.4242152689889135,"score_spread":0.3785527781694504,"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."}}