{"id":"W4285820131","doi":"10.2991/assehr.k.220704.036","title":"An Overview of Predicting the Prevalence of ADHD","year":2022,"lang":"en","type":"article","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002867806,0.00110713,0.0009307643,0.006688209,0.0003946301,0.001351151,0.0008215902,0.0007401995,0.004680667],"category_scores_gemma":[0.006012823,0.0004310797,0.001630681,0.002993151,0.0001751392,0.00115478,0.000543749,0.0008170915,0.001445376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129482,"about_ca_system_score_gemma":0.001608931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114842,"about_ca_topic_score_gemma":0.01220231,"domain_scores_codex":[0.9986582,0.0004948961,0.0002478907,0.0002324466,0.0002969212,0.00006964499],"domain_scores_gemma":[0.9975846,0.001196711,0.000316976,0.00006711544,0.0006959969,0.0001386053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004088884,0.0001791502,0.1781505,0.004120857,0.0006580242,0.0002223853,0.0001419834,0.00231008,0.0006527639,0.001417731,0.0225831,0.7891545],"study_design_scores_gemma":[0.0001575573,0.001662024,0.6621044,0.0209647,0.006063747,0.007759857,0.001253341,0.03936622,0.006356222,0.01209899,0.2417949,0.0004181691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1006463,0.7289565,0.08084565,0.01452278,0.00198987,0.001229997,0.03094725,0.00322039,0.03764132],"genre_scores_gemma":[0.2744737,0.5633336,0.1265765,0.001889205,0.002013816,0.0009495978,0.02341775,0.0001567212,0.007189075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0114842,"threshold_uncertainty_score":0.02283472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2501530819466278,"score_gpt":0.5471082850584139,"score_spread":0.2969552031117861,"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."}}