{"id":"W2954295259","doi":"","title":"Mental Health Issues in Children and Youth with Autism Spectrum Disorder: Medication Use, Side Effects, and Monitoring","year":2018,"lang":"en","type":"article","venue":"INSAR 2018 Annual Meeting","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Autism spectrum disorder; Mental health; Autism; Psychiatry; Psychology; Medicine; Developmental psychology; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004071517,0.0001955985,0.0002198446,0.000193878,0.0004000726,0.0001174791,0.000174298,0.0000636651,0.000003353226],"category_scores_gemma":[0.0002312132,0.0001702363,0.00001257067,0.0002879753,0.0004175887,0.000511691,0.0002155084,0.0002221302,0.00001375393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007550238,"about_ca_system_score_gemma":0.00005436017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006435786,"about_ca_topic_score_gemma":0.0008878218,"domain_scores_codex":[0.9979643,0.0002447829,0.0002380918,0.0005790917,0.0004189198,0.0005548579],"domain_scores_gemma":[0.9993663,0.000130532,0.0001229851,0.0002160113,0.00000536876,0.0001587912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008955476,0.0001209674,0.960988,0.00005421203,0.00001330699,0.000005762952,0.02348115,0.000001836826,0.0025088,0.002060806,0.00006667585,0.01060891],"study_design_scores_gemma":[0.001322027,0.0009075787,0.9799662,0.0004446331,0.00000649217,0.0000554213,0.001098065,0.0001768108,0.01466962,0.0007833453,0.0002603008,0.000309499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908481,0.001121504,0.00003949254,0.006872283,0.0001186007,0.0005938488,0.00004748149,0.00008775834,0.0002709333],"genre_scores_gemma":[0.9982708,0.0009575315,0.0003931696,0.0001175986,0.000132834,0.00001082206,0.000006380074,0.00003743152,0.00007339397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02238308,"threshold_uncertainty_score":0.9729027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426318912905311,"score_gpt":0.2919236490379123,"score_spread":0.2776604599088592,"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."}}