{"id":"W2499386737","doi":"10.1016/j.jad.2016.07.031","title":"When social anxiety and depression go together: A population study of comorbidity and associated consequences","year":2016,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Douglas Mental Health University Institute; McGill University; University of Saskatchewan","funders":"","keywords":"Comorbidity; Major depressive disorder; Anxiety; Psychiatry; Depression (economics); Psychology; Population; Anxiety disorder; Clinical psychology; Medicine; 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":[0.0005792708,0.0001891593,0.0003961972,0.0002821199,0.0001647301,0.00002141793,0.0001079446,0.0001414948,0.00008384533],"category_scores_gemma":[0.0009452804,0.0001240361,0.00007658313,0.0002900067,0.0002367671,0.0002904895,0.0000489999,0.0001663324,0.000001459683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006876808,"about_ca_system_score_gemma":0.0000259638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005691262,"about_ca_topic_score_gemma":0.0005468911,"domain_scores_codex":[0.9982119,0.0006465983,0.0003642765,0.0002800494,0.0003102784,0.0001869149],"domain_scores_gemma":[0.9979156,0.0006243272,0.0008720867,0.0000901301,0.0004200375,0.00007782606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003521848,0.0009610203,0.7393022,0.00000835846,0.0003401598,0.000002286659,0.006317822,2.256914e-7,0.0004235736,0.00001623659,0.0006489091,0.251627],"study_design_scores_gemma":[0.005234044,0.001009986,0.9779885,0.00007668066,0.0001723203,0.0000157244,0.009535175,0.000001061547,0.0001332537,0.005474698,0.0002134753,0.000145012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959269,0.001936362,0.0005128541,0.0002091487,0.0004200319,0.0003857618,0.00002699998,0.00001444295,0.0005674931],"genre_scores_gemma":[0.9965016,0.003268532,0.00004290022,0.00002610167,0.00008392118,0.00001460106,0.000001856369,0.00001889692,0.00004156161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.251482,"threshold_uncertainty_score":0.5058045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252870544828443,"score_gpt":0.3342017071611015,"score_spread":0.3089146526782572,"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."}}