{"id":"W2138731228","doi":"10.1186/2046-4053-1-58","title":"Depression screening and mental health outcomes in children and adolescents: a systematic review protocol","year":2012,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Hospital for Sick Children; University of Toronto; University of Manitoba; Alberta Innovates; McGill University; University of Calgary; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Medicine; PsycINFO; Depression (economics); MEDLINE; Randomized controlled trial; Psychological intervention; Psychiatry; Systematic review; Mental health; Major depressive disorder; Family medicine; Mood","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05765522,0.005463799,0.01800961,0.01571303,0.004484915,0.007776433,0.006103298,0.006495469,0.08912703],"category_scores_gemma":[0.06103186,0.006726901,0.01349779,0.01487817,0.004790116,0.009037276,0.005446309,0.006924911,0.01012651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167374,"about_ca_system_score_gemma":0.06674282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301273,"about_ca_topic_score_gemma":0.02183747,"domain_scores_codex":[0.9764121,0.008381523,0.007880481,0.002606586,0.003339039,0.001380327],"domain_scores_gemma":[0.9679725,0.01169173,0.006546219,0.002625634,0.009236597,0.001927276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005690765,0.0005233596,0.00132443,0.9270414,0.002709757,0.00057428,0.00176397,0.001134588,0.0008589652,0.003927271,0.0221392,0.03231208],"study_design_scores_gemma":[0.04544307,0.003177595,0.0103188,0.7418951,0.01894338,0.0009215293,0.003489793,0.002191843,0.002096432,0.008125983,0.1627995,0.0005971031],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004047972,0.001960603,0.0006968396,0.0002283222,0.00009566089,0.9926832,0.003479916,0.00005634785,0.0003942639],"genre_scores_gemma":[0.0003595206,0.00104232,0.001481153,0.0001155199,0.0000116428,0.996345,0.0004206717,0.000005156155,0.0002190021],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08912703,"threshold_uncertainty_score":0.3049136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131299182606641,"score_gpt":0.4038426556924964,"score_spread":0.34252966386643,"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."}}