{"id":"W7055170451","doi":"","title":"Children with Autism Spectrum Disorder in Manitoba: Population Characteristics and Psychotropic Medication Use","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychotropic medication; Autism spectrum disorder; Autism; Population; Sibling; Cohort; Pervasive developmental disorder; Mental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489582,0.0003353831,0.0002062869,0.001840581,0.001478882,0.0007769568,0.0008580037,0.0003723009,0.002069495],"category_scores_gemma":[0.0008925096,0.0003734818,0.0003032849,0.003011029,0.0005137204,0.000368851,0.0009419929,0.0006028492,0.0003042963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006141051,"about_ca_system_score_gemma":0.006200575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8398774,"about_ca_topic_score_gemma":0.8918662,"domain_scores_codex":[0.9997045,0.00002955075,0.00002909816,0.00005568004,0.00008755365,0.00009348444],"domain_scores_gemma":[0.999131,0.00005508056,0.0003689119,0.0000305231,0.0001928025,0.0002217478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006397646,0.0000178563,0.9983183,0.00001723148,0.00001509652,0.00008054198,0.0004074896,0.00001958429,0.0001061458,0.00001459414,0.000269337,0.0007273781],"study_design_scores_gemma":[0.000001201718,0.00000811126,0.9985071,0.00001883816,0.000006499909,0.0001099452,0.001062546,0.00002176996,0.00001920533,0.000005275329,0.0002377204,0.000001793494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939831,0.0005845356,0.00006411727,0.000303908,0.000008869713,0.00005915022,0.00340804,0.00001262425,0.001575615],"genre_scores_gemma":[0.9966326,0.0009244074,0.0002128807,0.0001523534,0.000008078488,0.0000707873,0.001393137,0.000004620302,0.0006010747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601226,"threshold_uncertainty_score":0.3221312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007096457710429751,"score_gpt":0.18806265386129,"score_spread":0.1809661961508602,"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."}}