{"id":"W4414840187","doi":"10.1016/j.jaac.2025.08.068","title":"1.39 Measurement-Based Care Using Assessment of Lagging Skills and Unsolved Problems in Patients With DMDD","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centre for Addiction and Mental Health","keywords":"Lagging; MEDLINE; Disease; Risk assessment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001264858,0.0002922021,0.0005273638,0.001537864,0.0006998722,0.00108956,0.0004641685,0.0006613659,0.002903642],"category_scores_gemma":[0.007624713,0.000132041,0.000629881,0.001400555,0.0003109151,0.0006742294,0.0009598443,0.0009634519,0.0003769655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375598,"about_ca_system_score_gemma":0.001241354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245118,"about_ca_topic_score_gemma":0.01292112,"domain_scores_codex":[0.9988981,0.0003146568,0.0002100409,0.0001163523,0.0002588106,0.0002020369],"domain_scores_gemma":[0.997788,0.0005996235,0.0008529385,0.00004601356,0.0003770333,0.000336364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004332715,0.0001001758,0.9881197,0.00002542764,0.00002046559,0.0001313903,0.0001166214,0.00007564855,0.00004999305,0.00007875534,0.000437663,0.01080074],"study_design_scores_gemma":[0.00001355799,0.0001882541,0.9971867,0.0000972891,0.00002830642,0.00045677,0.0004385159,0.0006867646,0.0001264329,0.0001805616,0.000587895,0.000008795655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882936,0.001426563,0.0003047894,0.000955954,0.0000398282,0.00009174069,0.00122408,0.00001257134,0.007650831],"genre_scores_gemma":[0.99778,0.0003462408,0.0005824224,0.0001710876,0.00002434698,0.00005856478,0.0004929361,0.000002421059,0.0005418553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245118,"threshold_uncertainty_score":0.02475739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06792233888276214,"score_gpt":0.3693682542104907,"score_spread":0.3014459153277286,"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."}}