{"id":"W2563657594","doi":"10.3899/jrheum.160838","title":"Patient-reported Flares in Ankylosing Spondylitis: A Cross-sectional Analysis of 234 Patients","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BASDAI; Medicine; BASFI; Ankylosing spondylitis; Univariate analysis; Flare; Cohort; Cross-sectional study; Multivariate analysis; Quality of life (healthcare); Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000799111,0.0002922169,0.0003978809,0.0008608851,0.0007768735,0.0006602744,0.0005121429,0.0004755312,0.001349525],"category_scores_gemma":[0.001839376,0.0004258586,0.0004217972,0.001274575,0.0003372132,0.0003618383,0.0003481124,0.0004745188,0.0002505916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216135,"about_ca_system_score_gemma":0.0008924336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016249,"about_ca_topic_score_gemma":0.120845,"domain_scores_codex":[0.9993913,0.0000925285,0.00005863743,0.0001218622,0.0002122754,0.000123394],"domain_scores_gemma":[0.9988984,0.0001622195,0.0004632679,0.00005634358,0.0002193101,0.0002004129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003369185,0.00001802586,0.9995207,0.000003902302,0.00002686132,0.00002622685,0.00004200806,0.00001024966,0.00004571567,0.000002308926,0.00004374184,0.0002265326],"study_design_scores_gemma":[0.000005465829,0.00005233564,0.9995263,0.000003296934,0.00001591341,0.0001199203,0.0001139895,0.00005629067,0.00001566248,0.000001980489,0.00008611803,0.000002654844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991875,0.00009003124,0.00002388646,0.00001354114,0.00000256248,0.0000125538,0.0005219039,0.000001701824,0.0001462916],"genre_scores_gemma":[0.9990786,0.00007127839,0.00005031632,0.00002074622,0.000004209034,0.00001065032,0.0006869903,0.000001113551,0.00007613748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016249,"threshold_uncertainty_score":0.2020667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572048977154962,"score_gpt":0.2872509870713165,"score_spread":0.2715304972997669,"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."}}