{"id":"W4417360958","doi":"10.1111/camh.70053","title":"Clinical research updates","year":2025,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hellenic Academic Libraries Link","keywords":"Anxiety; Persistence (discontinuity); Confounding; Conduct disorder; Longitudinal study; Stimulant; Attention deficit hyperactivity disorder; Psychopathology; Child psychopathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01076171,0.001130093,0.00221724,0.008005125,0.001451875,0.005789527,0.003992308,0.005755027,0.2592473],"category_scores_gemma":[0.06230289,0.0007943008,0.002087238,0.0060533,0.0009176076,0.005153307,0.003978916,0.003838293,0.1197012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00390697,"about_ca_system_score_gemma":0.01994265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00566227,"about_ca_topic_score_gemma":0.009163347,"domain_scores_codex":[0.9920333,0.002480074,0.001786827,0.0007718553,0.002421336,0.0005066109],"domain_scores_gemma":[0.9526778,0.01205163,0.002803681,0.003320892,0.02556198,0.003584062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001027407,0.00004406448,0.0003242833,0.004202495,0.00004832535,0.0001059593,0.0001134394,0.00003883455,0.00008010642,0.003074334,0.7902501,0.2016153],"study_design_scores_gemma":[0.00005316115,0.00002955789,0.0005867199,0.008111645,0.00004855829,0.0002185095,0.000128136,0.00001868821,0.00004145943,0.001832328,0.9889186,0.00001250541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001428803,0.2322871,0.005424046,0.1795445,0.1024472,0.003029661,0.03377491,0.0023456,0.4397181],"genre_scores_gemma":[0.0178348,0.3749833,0.02713634,0.1090825,0.05235556,0.007521198,0.05968153,0.001829359,0.3495754],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2592473,"threshold_uncertainty_score":0.8672686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036637278143301,"score_gpt":0.4980862998349859,"score_spread":0.3944225720206558,"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."}}