{"id":"W4310065125","doi":"10.1016/j.jad.2022.11.051","title":"Factors associated with anxiety disorder comorbidity","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Treatment of Major Depression","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Social Sciences and Humanities Research Council of Canada; NIHR BioResource; National Institutes of Health; Health and Care Research Wales; Lundbeckfonden; NIHR Maudsley Biomedical Research Centre; Public Health Agency; National Institute for Health Research Applied Research Collaboration South London; Department of Health and Social Care; Maudsley Charity; Leverhulme Trust; National Institute for Health and Care Research; King's College London; Menzies Centre for Australian Studies, King's College London, University of London; UK Research and Innovation; King's College Hospital NHS Foundation Trust; NHS Blood and Transplant","keywords":"Comorbidity; Anxiety; Clinical psychology; Psychology; Anxiety disorder; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003547252,0.000164556,0.0002625015,0.0007468805,0.0004443382,0.0005113113,0.000190228,0.0002003381,0.003288311],"category_scores_gemma":[0.002754619,0.0001082311,0.0003067211,0.001155187,0.0001681999,0.0002270958,0.0005464666,0.0005647727,0.0001993948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061901,"about_ca_system_score_gemma":0.0005296213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008916338,"about_ca_topic_score_gemma":0.01140108,"domain_scores_codex":[0.9994542,0.0001106988,0.0000856731,0.0001072513,0.0001413602,0.0001008937],"domain_scores_gemma":[0.9982224,0.0002649882,0.001024168,0.00006547269,0.0001223958,0.0003004947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002513156,0.000009001506,0.9977497,0.00001863705,0.00003367972,0.00007074031,0.00004196804,0.00001919514,0.00007071211,0.0000252272,0.0001415338,0.001794364],"study_design_scores_gemma":[8.542956e-7,0.00001020054,0.9993362,0.00001225007,0.0000114399,0.0003834746,0.00005527749,0.00003467904,0.000008024787,0.00002214616,0.0001238252,0.000001610059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951693,0.001864292,0.0001118472,0.0002821926,0.00001441457,0.00001905169,0.0009980795,0.00000741239,0.001533309],"genre_scores_gemma":[0.9989171,0.0003820883,0.00008139047,0.00002868694,0.00001418956,0.000006505934,0.0004839909,0.000001279495,0.00008482307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008916338,"threshold_uncertainty_score":0.01772892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929649110175618,"score_gpt":0.2694133066127367,"score_spread":0.2501168155109805,"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."}}