{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009123855,0.0004525315,0.0007479229,0.001681539,0.001710564,0.001809933,0.0004986644,0.001324232,0.001116008],"category_scores_gemma":[0.004551734,0.0007978354,0.001061045,0.002175267,0.0007832238,0.002238705,0.001576123,0.001844401,0.0002104044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823853,"about_ca_system_score_gemma":0.0005341878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00712327,"about_ca_topic_score_gemma":0.0163337,"domain_scores_codex":[0.9986404,0.0005723401,0.0001252697,0.0002529914,0.0001897198,0.0002193273],"domain_scores_gemma":[0.9985523,0.0002875743,0.0005420893,0.0001487534,0.00014925,0.0003200499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009081915,0.0001069127,0.9985328,0.000004104092,0.00007401141,0.0001189253,0.0002827599,0.000008371565,0.000103293,0.00002137648,0.00003268956,0.0006240672],"study_design_scores_gemma":[0.000005950161,0.0001400123,0.997962,0.000004081782,0.00005527481,0.0005102567,0.001138001,0.0000578768,0.0000154904,0.00005936861,0.00004410394,0.000007471313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993864,0.0001789896,0.00004386257,0.00004350596,0.00000574395,0.000007452999,0.00008067999,0.000001455788,0.0002520001],"genre_scores_gemma":[0.9995827,0.0001255083,0.0000464254,0.0000252476,0.00001154625,0.000009535832,0.0001121901,0.000001772952,0.00008510638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00712327,"threshold_uncertainty_score":0.01416361,"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."}}