{"id":"W2883819386","doi":"10.1186/s12888-018-1823-7","title":"The prevalence of psychiatric disorders among students aged 6~ 16 years old in central Hunan, China","year":2018,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychiatry; CBCL; Prevalence of mental disorders; Comorbidity; Mini-international neuropsychiatric interview; Anxiety; Epidemiology of child psychiatric disorders; Attention deficit hyperactivity disorder; Medicine; Prevalence; Epidemiology; Conduct disorder; 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":[0.000378875,0.0001988168,0.0002692804,0.0001702178,0.0001371361,0.00002757981,0.0003914016,0.0001214062,0.0002358775],"category_scores_gemma":[0.0001539265,0.0001600571,0.000193263,0.0006254534,0.0002993945,0.0001403664,0.00008548667,0.0003443181,0.0000522345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006195769,"about_ca_system_score_gemma":0.0001629882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002848393,"about_ca_topic_score_gemma":0.005428138,"domain_scores_codex":[0.9979081,0.0001440962,0.0004862136,0.0003909264,0.0006032478,0.0004674774],"domain_scores_gemma":[0.9988831,0.00005863229,0.0002448556,0.0006592053,0.00004231399,0.0001119175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498361,0.0008423875,0.9959121,0.0002367247,0.00003899111,2.716847e-7,0.0004358136,0.000005883795,0.0000204974,0.0002210811,0.001334238,0.0007022228],"study_design_scores_gemma":[0.002613724,0.0002438111,0.9948516,0.0001775,0.0001037193,0.000004792497,0.001084414,0.00004797671,0.00000333202,0.0004669402,0.0002420528,0.0001601394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993834,0.0009945413,0.0001534041,0.0005834062,0.001819271,0.0007818396,0.000009022491,0.00004990755,0.001774672],"genre_scores_gemma":[0.9957699,0.000329119,0.0006033892,0.0001159585,0.0002617843,0.00002763578,0.000005054248,0.00003862542,0.002848515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005143298,"threshold_uncertainty_score":0.652694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209176661338344,"score_gpt":0.3062746061831204,"score_spread":0.294182839569737,"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."}}