{"id":"W6886030409","doi":"10.14288/1.0448225","title":"Depression in children and youth in British Columbia : an analysis of prevalence and pharmacological treatment trends","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Depression (economics); Incidence (geometry); Logistic regression; Antidepressant; Fluoxetine; Young adult; Population; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006155519,0.0003150924,0.0004609415,0.003272374,0.001466393,0.001095698,0.001079066,0.0003989774,0.001696857],"category_scores_gemma":[0.001547256,0.0004233313,0.0005616417,0.009693108,0.0003504311,0.0003222454,0.0007871179,0.0007849793,0.0004680213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01248895,"about_ca_system_score_gemma":0.01121187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813724,"about_ca_topic_score_gemma":0.9902897,"domain_scores_codex":[0.999223,0.0000599546,0.00008838746,0.0001062242,0.0003010964,0.0002212657],"domain_scores_gemma":[0.997941,0.0001202959,0.0003914761,0.00006351881,0.001135857,0.0003477773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000344667,0.00002254224,0.992034,0.00007732926,0.00005120988,0.0001147778,0.000513316,0.00005319493,0.00009825852,0.00003198077,0.001691534,0.005277317],"study_design_scores_gemma":[0.00000144462,0.000006682021,0.998363,0.00002734009,0.00001217941,0.00004849306,0.0007478982,0.00006741308,0.00001522027,0.000003611837,0.0007036448,0.000003144477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734653,0.002238823,0.000109787,0.0003683712,0.000017082,0.00006589226,0.02072666,0.00002468148,0.002983568],"genre_scores_gemma":[0.9819166,0.002813169,0.0003975313,0.0001742828,0.00001222644,0.00009481322,0.01227323,0.00001361442,0.002304554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862764,"threshold_uncertainty_score":0.09061408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012618827661681,"score_gpt":0.233219590056838,"score_spread":0.2230934017802211,"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."}}