{"id":"W3034256088","doi":"10.1111/camh.12396","title":"Sociodemographic factors associated with routine outcome monitoring: a historical cohort study of 28,382 young people accessing child and adolescent mental health services","year":2020,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Medical Research Council Canada; European Commission; Programme Grants for Applied Research; King's College London; Guy's and St Thomas' Charity; National Institute for Health and Care Research; Maudsley Charity","keywords":"Mental health; Cohort; Cohort study; Medicine; Outcome (game theory); Psychiatry; Psychology; Environmental health","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":[0.00138524,0.000264285,0.0004298171,0.00123584,0.001100176,0.00095293,0.0005232552,0.0005039167,0.001642506],"category_scores_gemma":[0.003517754,0.0006006443,0.0005246936,0.001648505,0.0005512231,0.001175412,0.001071753,0.0009690555,0.0004235049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008386001,"about_ca_system_score_gemma":0.000795811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0402442,"about_ca_topic_score_gemma":0.05026343,"domain_scores_codex":[0.9989458,0.0002725726,0.0001435064,0.0002280524,0.0001986337,0.0002115236],"domain_scores_gemma":[0.9975987,0.0003380498,0.00114896,0.0002285508,0.0002965101,0.0003892626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002486474,0.00002919738,0.9988216,0.00001184413,0.00001798967,0.00005738188,0.0005077094,0.000004930386,0.00004211747,0.000007326405,0.00006965014,0.0004054104],"study_design_scores_gemma":[0.000003259303,0.00007707049,0.9981153,0.00001881443,0.00001338177,0.0001183409,0.001456574,0.00002670879,0.00001713431,0.00000784618,0.0001424624,0.000003075118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998551,0.000203,0.00006115473,0.00004379719,0.000004961365,0.00003858276,0.000805258,0.000001782744,0.0002904152],"genre_scores_gemma":[0.9989145,0.0002067654,0.00008789876,0.00005991254,0.000007120121,0.00005574884,0.0005006426,0.00000258768,0.0001649792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0402442,"threshold_uncertainty_score":0.08001989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527145728748209,"score_gpt":0.306140012820857,"score_spread":0.2708685555333749,"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."}}