{"id":"W3011043337","doi":"10.1038/s41398-020-0772-3","title":"Gene expression changes associated with trajectories of psychopathology in a longitudinal cohort of children and adolescents","year":2020,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Faculdade de Medicina da Universidade de São Paulo; Financiadora de Estudos e Projetos; Hospital de Clínicas de Porto Alegre; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Queen's University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade Federal do Rio Grande do Sul; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"CBCL; Psychopathology; Cohort; Child Behavior Checklist; Medicine; Gene; Psychiatry; Mental health; Longitudinal study; Internal medicine; Oncology; Clinical psychology; Genetics; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001930817,0.0001676326,0.0002332228,0.0004949593,0.000273924,0.0003959168,0.0001412243,0.0002379915,0.0006282521],"category_scores_gemma":[0.0005207433,0.0002080394,0.00022883,0.0005733742,0.0001671217,0.0001346726,0.0002224238,0.0003997667,0.0001251438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796722,"about_ca_system_score_gemma":0.0001474057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00492717,"about_ca_topic_score_gemma":0.006131266,"domain_scores_codex":[0.9998747,0.00002366423,0.000005392779,0.00004978635,0.00001686812,0.00002947896],"domain_scores_gemma":[0.9997391,0.00004230925,0.0001070985,0.00002449026,0.000036611,0.00005038186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740926,0.00002235371,0.9918194,0.000006821514,0.00003568319,0.00009948487,0.0002062029,0.0000277041,0.005832752,0.00001531685,0.00006571737,0.001694563],"study_design_scores_gemma":[0.000001431728,0.00002615103,0.9995582,0.000001378803,0.000008098616,0.00007135477,0.0001057351,0.00003670238,0.0001194148,0.000008088606,0.00006271536,8.475253e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99961,0.00007321396,0.00005985799,0.0000101291,0.00000106489,0.000001931427,0.0001922032,0.000001473509,0.00005017111],"genre_scores_gemma":[0.9987789,0.0001273555,0.0001788468,0.00002065906,0.000003696368,0.00001273605,0.000648519,0.000005027654,0.0002243396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00492717,"threshold_uncertainty_score":0.009796977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407679793041119,"score_gpt":0.2548827850431733,"score_spread":0.2408059871127621,"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."}}