{"id":"W2765282886","doi":"10.1016/j.msard.2017.11.003","title":"The prevalence of anxiety and associated factors in persons with multiple sclerosis","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"UCB Pharma; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Canada Research Chairs; Alberta Health; Cumming School of Medicine, University of Calgary; University of Calgary; Alberta Health Services","keywords":"Anxiety; Hospital Anxiety and Depression Scale; Medicine; Depression (economics); Quality of life (healthcare); Confounding; Odds ratio; Cross-sectional study; Psychiatry; Population; Multiple sclerosis; Logistic regression; Clinical psychology; Odds; Internal medicine; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004435337,0.0001805692,0.0002934744,0.001219605,0.0005119313,0.0008122436,0.0001842701,0.0004720548,0.001210861],"category_scores_gemma":[0.002487689,0.0002312142,0.0005085255,0.001208831,0.0002420207,0.0005056978,0.0003774304,0.0005910258,0.00008115354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348652,"about_ca_system_score_gemma":0.0002412758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008565427,"about_ca_topic_score_gemma":0.01018318,"domain_scores_codex":[0.9995535,0.0001591241,0.00007431238,0.00004541533,0.0000839374,0.00008366519],"domain_scores_gemma":[0.9986463,0.0002884601,0.0006651812,0.00005412046,0.0001211012,0.000224827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006754311,0.00004554671,0.9983768,0.00001847301,0.00007681013,0.0000684721,0.0001918567,0.000005878965,0.0001205202,0.00001086358,0.00003323851,0.0009838793],"study_design_scores_gemma":[0.000001310589,0.0000348686,0.999446,0.000004957522,0.00001782137,0.0001288947,0.0003114483,0.00001012502,0.000008040194,0.00000622019,0.00002898689,0.00000140319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982433,0.00104676,0.00002127759,0.00005761717,0.000006748576,0.000003474846,0.0001055999,0.000001330084,0.0005139001],"genre_scores_gemma":[0.9994393,0.000363571,0.00002622229,0.00002300023,0.00001297148,0.000002586174,0.00007040326,3.243753e-7,0.00006161077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008565427,"threshold_uncertainty_score":0.01703113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697108856239301,"score_gpt":0.2572941627361175,"score_spread":0.2203230741737245,"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."}}