{"id":"W2147920465","doi":"10.1542/peds.2005-0651","title":"Development and Prediction of Hyperactive Symptoms From 2 to 7 Years in a Population-Based Sample","year":2006,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Research Unit on Children's Psychosocial Maladjustment; University of Ottawa","funders":"","keywords":"Medicine; Logistic regression; Psychological intervention; Depression (economics); Population; Pediatrics; Attention deficit hyperactivity disorder; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007069333,0.00006897577,0.0001496463,0.0002191916,0.00001736917,0.000005947427,0.00001956285,0.00005562895,0.00003209084],"category_scores_gemma":[0.0001790853,0.00007551921,0.00002006251,0.0002731163,0.000006367553,0.00005549152,0.00001393727,0.0000728672,0.000007828467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009888432,"about_ca_system_score_gemma":0.00007802936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968049,"about_ca_topic_score_gemma":0.0003268337,"domain_scores_codex":[0.999294,0.00001513103,0.0002233499,0.0001620254,0.0002094825,0.00009595552],"domain_scores_gemma":[0.9995629,0.0001872068,0.00006550895,0.00009045105,0.00005083563,0.00004314539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005262528,0.0001636633,0.9968435,0.00001657829,0.000004020467,0.000002421177,0.0001641185,0.0005569335,0.0002025156,0.00001592436,0.000026083,0.00195162],"study_design_scores_gemma":[0.0008262976,0.00003054671,0.9976947,0.00001274198,0.00003491748,6.97699e-7,0.0001419204,0.0006362157,0.00006211211,0.00003572439,0.0004663096,0.00005783322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977026,0.00007292806,0.001686195,0.0001040037,0.0000559143,0.0002319834,0.00007156644,0.00002273521,0.00005205199],"genre_scores_gemma":[0.989127,0.000003538369,0.01041473,0.00005791876,0.00008377998,0.0000156903,0.0002639832,0.00001136374,0.00002196193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008728539,"threshold_uncertainty_score":0.4486822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897687632318859,"score_gpt":0.2676679060460662,"score_spread":0.2486910297228776,"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."}}