{"id":"W2623899013","doi":"10.3329/bjpsy.v28i2.32738","title":"Major depressive disorder in different age groups and quality of life","year":2017,"lang":"en","type":"article","venue":"Bangladesh Journal of Psychiatry","topic":"Health and Well-being Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Depression (economics); Quality of life (healthcare); Beck Depression Inventory; Mental health; Major depressive disorder; Psychiatry; Medicine; Psychology; Clinical psychology; Gerontology; Anxiety; Mood","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":[0.0006122778,0.0001639217,0.000594263,0.0001373853,0.0001998685,0.00003092715,0.000332606,0.0001282699,0.00009500377],"category_scores_gemma":[0.0002730977,0.0001221134,0.0001325725,0.00004276407,0.0001784844,0.0001042966,0.00007513625,0.0003920734,0.000004850194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000155146,"about_ca_system_score_gemma":0.00007267293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000464164,"about_ca_topic_score_gemma":0.001251779,"domain_scores_codex":[0.9981824,0.0002350435,0.0008943709,0.0001776466,0.0002147472,0.0002958261],"domain_scores_gemma":[0.9980525,0.0001463118,0.001194519,0.0003730277,0.00006878121,0.0001648463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000399056,0.0003764751,0.9849905,0.0001713833,0.0001333596,0.00001963885,0.00137025,6.000952e-7,0.00003191338,0.006356101,0.003632842,0.002517825],"study_design_scores_gemma":[0.003885643,0.0001908287,0.9892263,0.0001627437,0.00003369682,0.00001610957,0.000958234,7.006932e-7,0.000005143335,0.004926196,0.0004766965,0.0001177514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791845,0.01020194,0.000113348,0.005343422,0.002250457,0.000125145,0.00001177119,0.000004946396,0.002764449],"genre_scores_gemma":[0.9983621,0.0002355594,0.0002994596,0.00038172,0.0005848326,0.000005591919,8.203788e-7,0.00001541159,0.0001144941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191776,"threshold_uncertainty_score":0.4979642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276305716806464,"score_gpt":0.3540542151015434,"score_spread":0.3212911579334787,"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."}}