{"id":"W4385064629","doi":"10.1136/bmjopen-2023-072093","title":"One-year recovery rates for young people with depression and/or anxiety not receiving treatment: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Barts Charity","keywords":"PsycINFO; Anxiety; Medicine; Depression (economics); Meta-analysis; Mental health; MEDLINE; Psychiatry; Young adult; Clinical psychology; Gerontology; Internal medicine","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":[0.03037633,0.002992268,0.02456309,0.01084392,0.0007038909,0.00452584,0.002720272,0.003185571,0.003917204],"category_scores_gemma":[0.07642391,0.002115541,0.04901556,0.008285586,0.0009959096,0.003451856,0.001944004,0.002344055,0.0003673349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005081151,"about_ca_system_score_gemma":0.00718911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006585606,"about_ca_topic_score_gemma":0.01547573,"domain_scores_codex":[0.9783986,0.009774397,0.007047086,0.001739885,0.00251308,0.0005268692],"domain_scores_gemma":[0.9576546,0.02791347,0.00980124,0.001155751,0.003027338,0.0004476389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001561334,0.00003292144,0.002046984,0.5981315,0.3888001,0.00009938125,0.00009814036,0.0002085736,0.0001224026,0.00009003333,0.0004212465,0.008387429],"study_design_scores_gemma":[0.001064868,0.0004060493,0.003995511,0.09875853,0.8936439,0.0001728364,0.00008785163,0.0001290535,0.000140575,0.0001634088,0.001399768,0.00003767459],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003952886,0.9936386,0.0005057834,0.000195185,0.0002128805,0.0008052045,0.0004703299,0.00002780037,0.0001912895],"genre_scores_gemma":[0.1372769,0.851854,0.003616021,0.001015391,0.0003589083,0.004390847,0.001040608,0.00003771321,0.0004096439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03037633,"threshold_uncertainty_score":0.1606473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.226390155877842,"score_gpt":0.4519143589999628,"score_spread":0.2255242031221208,"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."}}