{"id":"W4404514989","doi":"10.1016/j.reuma.2024.10.002","title":"Do patients with axial spondyloarthritis with active disease suffer from greater disease burden and work impairment? Results from the International Map of Axial Spondyloarthritis (IMAS)","year":2024,"lang":"en","type":"article","venue":"Reumatología Clínica","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"Novartis","keywords":"Axial spondyloarthritis; Medicine; Work (physics); Disease; Physical therapy; Physical medicine and rehabilitation; Engineering; Internal medicine; Mechanical engineering","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":[0.0007233405,0.0002885478,0.0003134114,0.0007911198,0.0003267422,0.0007151193,0.0003328511,0.0004885177,0.001731539],"category_scores_gemma":[0.001863547,0.0002017207,0.0003808946,0.001109293,0.0002219503,0.0005506489,0.0005596144,0.000352533,0.000318213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124817,"about_ca_system_score_gemma":0.0001751829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201834,"about_ca_topic_score_gemma":0.003551758,"domain_scores_codex":[0.999558,0.0001594878,0.00007158822,0.00006975836,0.00006790232,0.00007311931],"domain_scores_gemma":[0.9985445,0.0002317813,0.0008188714,0.00007055031,0.0001004632,0.0002339644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004496568,0.00002488089,0.9991977,0.000008881577,0.00003090488,0.00002952571,0.00005221641,0.000011301,0.00004183253,0.00000414685,0.00004473182,0.0005089571],"study_design_scores_gemma":[0.000003204538,0.00003429621,0.9995987,0.000004185616,0.00001106114,0.00009568492,0.0001521792,0.00003449532,0.00000587482,0.000006792027,0.00005231837,0.000001279956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990521,0.0002306156,0.00003208124,0.00004959211,0.000004516655,0.000004490016,0.0002821297,0.000001011791,0.0003434646],"genre_scores_gemma":[0.9994836,0.00008947245,0.00002593136,0.00002127641,0.000009761901,0.000004609341,0.0002856802,4.96317e-7,0.00007920722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002201834,"threshold_uncertainty_score":0.005792618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008011094235196393,"score_gpt":0.225155967858025,"score_spread":0.2171448736228286,"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."}}