{"id":"W3116365240","doi":"10.1016/j.jad.2020.12.178","title":"Is anxiety/depression increasing among 5-25 year-olds? A cross-sectional prevalence study in Ontario, Canada, 1997-2017","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Queen's University","funders":"","keywords":"Anxiety; Cross-sectional study; Depression (economics); Demography; Mental health; Population; Medicine; Psychiatry; Public health; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004287252,0.0001832834,0.0002831371,0.0001039583,0.0001790058,0.00004951948,0.0002401158,0.00008286003,0.001216999],"category_scores_gemma":[0.00007243687,0.0001590336,0.00009480303,0.0002118793,0.0000537477,0.0003306463,0.00005573087,0.0005556649,0.000009214116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478006,"about_ca_system_score_gemma":0.0002989944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.893728,"about_ca_topic_score_gemma":0.9591336,"domain_scores_codex":[0.998204,0.0003112339,0.0004496422,0.0003110754,0.0004349477,0.0002890978],"domain_scores_gemma":[0.9990123,0.0001669577,0.0004200879,0.000128215,0.00007941184,0.0001930472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009218013,0.0005575952,0.9887593,0.00003240185,0.0001061317,0.00006628504,0.005794021,0.00002511317,0.00001322303,0.000003092928,0.001833933,0.001887095],"study_design_scores_gemma":[0.003425394,0.0006580887,0.9933558,0.00006981946,0.00002949253,0.00001873332,0.001992622,0.00001438975,0.00002003409,0.00003854825,0.0002401978,0.0001368943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954119,0.0002849251,0.0000119471,0.0001471225,0.0006376213,0.0006320157,0.00001638949,0.000007227298,0.002850847],"genre_scores_gemma":[0.9992777,0.00001925119,0.00001938121,0.0002682029,0.00009951054,0.00002189037,0.000003621621,0.00001639924,0.0002741084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06540564,"threshold_uncertainty_score":0.999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621030523527099,"score_gpt":0.3490023615068631,"score_spread":0.3227920562715921,"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."}}