{"id":"W4386169453","doi":"10.1002/jcv2.12197","title":"Evidence‐based child and adolescent mental health care: The role of high‐quality and transparently reported evidence synthesis studies","year":2023,"lang":"en","type":"editorial","venue":"JCPP Advances","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Mental health; Quality (philosophy); Psychology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001059102,0.0003966517,0.001272239,0.0001243458,0.0003138103,0.00003033374,0.0001502992,0.0002093994,0.00001060632],"category_scores_gemma":[0.008326179,0.0002792348,0.0001610353,0.0002648516,0.0004728466,0.0003356404,0.00008888608,0.0006154625,0.000002410636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114563,"about_ca_system_score_gemma":0.0004070513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004586,"about_ca_topic_score_gemma":0.00042062,"domain_scores_codex":[0.9962947,0.0003947028,0.0009077181,0.0007709275,0.001310029,0.0003219474],"domain_scores_gemma":[0.9933587,0.004557189,0.0009837227,0.000558714,0.000413611,0.000128047],"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":[0.007801258,0.00152339,0.0638565,0.06567706,0.003941702,0.00009122319,0.0109199,0.0001248037,0.001279303,0.00007852235,0.5160855,0.3286208],"study_design_scores_gemma":[0.003736691,0.001894808,0.09964839,0.104902,0.003599918,0.00003806758,0.06664148,0.00004848808,0.00155547,0.0002293765,0.7160602,0.001645051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02837494,0.75305,0.00002525537,0.02647203,0.1896651,0.001773339,0.0004639987,0.000152015,0.00002323062],"genre_scores_gemma":[0.5969894,0.3433636,0.0001916414,0.0003638409,0.05850056,0.0002591308,0.0001402706,0.00009491834,0.00009658652],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5686145,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132090558690828,"score_gpt":0.4336460797458789,"score_spread":0.3204370238767962,"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."}}