{"id":"W2335590421","doi":"10.1136/annrheumdis-2012-eular.3231","title":"SAT0284 Disease activity in patients with ankylosing spondylitis considered candidates for anti-TNF therapy: How often and when should it be assessed?","year":2012,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; BASDAI; Ankylosing spondylitis; Internal medicine; Adalimumab; Cohort; Refractory (planetary science); Disease; Rheumatology; Etanercept; Spondylitis; Tumor necrosis factor alpha; Cohort study; Physical therapy; Surgery; Psoriatic arthritis","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":[0.002136134,0.0005593477,0.001711163,0.001128996,0.0006595307,0.001529057,0.0004956191,0.001771736,0.001247799],"category_scores_gemma":[0.007225026,0.0003351906,0.0008683537,0.001570044,0.0004120166,0.00123145,0.0004293396,0.001800422,0.0006113115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004221787,"about_ca_system_score_gemma":0.000677673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079435,"about_ca_topic_score_gemma":0.004962384,"domain_scores_codex":[0.9981701,0.0007106505,0.0003354896,0.0001401034,0.000425832,0.0002178034],"domain_scores_gemma":[0.9960392,0.00166341,0.0009346945,0.00008634043,0.0005967318,0.0006796157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001315697,0.0001614584,0.9672258,0.0001803971,0.0002130031,0.0006405408,0.0001567189,0.000115874,0.0005140256,0.00006617852,0.001553676,0.02785668],"study_design_scores_gemma":[0.0001940387,0.001139959,0.9907191,0.000319516,0.0003719991,0.002881062,0.0006839038,0.0008382187,0.000421167,0.0002844928,0.00210963,0.00003680762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541245,0.03056016,0.0005131096,0.006037669,0.000616607,0.00005469583,0.0005762618,0.00003640339,0.007480631],"genre_scores_gemma":[0.992132,0.004878926,0.0007401775,0.0009390776,0.0004688231,0.00003398849,0.0003353598,0.000007158748,0.0004644455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002136134,"threshold_uncertainty_score":0.01129705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07540559291683671,"score_gpt":0.3176360019378006,"score_spread":0.2422304090209639,"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."}}