{"id":"W4213045600","doi":"10.1542/peds.2017-4082","title":"Guidelines for Adolescent Depression in Primary Care (GLAD-PC): Part II. Treatment and Ongoing Management","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":288,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Depression (economics); Mental health; Management of depression; Economic shortage; Primary care; Clinical Practice; Psychiatry; MEDLINE; Evidence-based practice; Family medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001147269,0.0001659349,0.0001650901,0.0001157363,0.0002130071,0.00001906046,0.00008038366,0.00007880742,0.00004146818],"category_scores_gemma":[0.000009644826,0.0001380092,0.00006049383,0.0001405513,0.0000277889,0.00003606352,0.00007633073,0.00005229977,0.0000279639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503263,"about_ca_system_score_gemma":0.00003010586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001817204,"about_ca_topic_score_gemma":0.0000341894,"domain_scores_codex":[0.9988684,0.00002125215,0.0003168048,0.0003778733,0.0001294104,0.0002862447],"domain_scores_gemma":[0.999567,0.0000228403,0.00006999414,0.0001398613,0.0001174484,0.00008280282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003499988,0.0009133609,0.4526352,0.0005851646,0.00005190304,0.00001400692,0.004306157,0.000004264159,0.0000104518,0.001486461,0.1051606,0.4344824],"study_design_scores_gemma":[0.002630881,0.0001954773,0.6165076,0.0001989215,0.00005834436,0.000002965763,0.0006839429,0.000006614792,0.00001757014,0.000252043,0.3791887,0.0002568972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511799,0.0104389,0.0005174321,0.002288664,0.004531061,0.001547433,0.00008914097,0.0001056465,0.02930188],"genre_scores_gemma":[0.9585772,0.009436523,0.006049027,0.004718383,0.009673345,0.0002908109,0.0004390782,0.00006911156,0.01074658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4342255,"threshold_uncertainty_score":0.5627852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969907629613902,"score_gpt":0.3331070415451468,"score_spread":0.2834079652490078,"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."}}