{"id":"W4414840424","doi":"10.1016/j.jaac.2025.07.591","title":"USING RECENT ADVANCES IN PSYCHOSOCIAL TREATMENT FOR ADHD: DEVELOPING A LIFESPAN TREATMENT COURSE AND CHRONIC-DISEASE INTERVENTION","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Intervention (counseling); Psychosocial; Life course approach; Psychological intervention; Quality of life (healthcare)","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":[0.001704588,0.000205711,0.0004343325,0.0005402039,0.0006733965,0.0009559341,0.000612987,0.0005921749,0.002318434],"category_scores_gemma":[0.002721053,0.00008405943,0.0004354087,0.000404077,0.0002894397,0.0007795046,0.001005857,0.0012054,0.0002058617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688582,"about_ca_system_score_gemma":0.005315666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005471532,"about_ca_topic_score_gemma":0.02746787,"domain_scores_codex":[0.9995666,0.0001588483,0.00005063503,0.00005909688,0.0001180519,0.00004667686],"domain_scores_gemma":[0.9987967,0.0003649744,0.0001900137,0.00006347006,0.0002170244,0.0003677401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001224602,0.005407076,0.02045061,0.0008908149,0.00008335452,0.00006157377,0.0003428924,0.0003288111,0.0006665161,0.002570348,0.004286674,0.9647889],"study_design_scores_gemma":[0.002012745,0.01267705,0.7481586,0.01717786,0.00148268,0.001180412,0.005465408,0.007540246,0.003527629,0.02111544,0.1795286,0.0001333721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6233402,0.1932857,0.02193365,0.09614419,0.004065481,0.003519282,0.0008694627,0.0002758213,0.05656631],"genre_scores_gemma":[0.7689652,0.131771,0.07766642,0.0120322,0.001411366,0.002049288,0.0007903829,0.00003260294,0.005281522],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005471532,"threshold_uncertainty_score":0.01225162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232964015201687,"score_gpt":0.4149513642428144,"score_spread":0.3826217240907975,"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."}}