{"id":"W2319909929","doi":"10.1136/annrheumdis-2014-eular.2728","title":"FRI0371 A Comparison of Rheumatoid Arthritis (RA) and Systemic Lupus Erythematosus (SLE) TRIAL Design: Ways to Improve Positive Trials in Sle","year":2014,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Medicine; Rheumatoid arthritis; Randomized controlled trial; Internal medicine; Clinical trial; Methotrexate; Concomitant; Rheumatology; Hydroxychloroquine; Physical therapy; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002955356,0.0002473373,0.001832501,0.0001426049,0.00008903052,0.00002178376,0.000346165,0.0001960056,0.00007386079],"category_scores_gemma":[0.006198409,0.0001581535,0.0003652829,0.0002151201,0.0003162253,0.00005995904,0.0001438332,0.0001457391,0.00001067645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001163047,"about_ca_system_score_gemma":0.0000636383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009208947,"about_ca_topic_score_gemma":0.00001233326,"domain_scores_codex":[0.995612,0.002111594,0.001511497,0.0003087169,0.000110279,0.0003458627],"domain_scores_gemma":[0.9944078,0.004164232,0.0007722427,0.000451029,0.0001264094,0.00007829739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1234784,0.007931598,0.0159244,0.00329955,0.005269977,0.000007164971,0.007713187,0.0002422551,0.1207338,0.03723357,0.07486343,0.6033027],"study_design_scores_gemma":[0.1190905,0.01363907,0.01166107,0.0272161,0.001010774,0.0002974176,0.005134673,0.001954849,0.7647817,0.05125494,0.001760294,0.002198645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599813,0.02538408,0.008104392,0.00146487,0.001960404,0.002544062,0.0003618224,0.00003352869,0.0001655427],"genre_scores_gemma":[0.9980308,0.0009585431,0.000670325,0.0001745239,0.00001416086,0.00006548277,0.00000623153,0.00001548659,0.00006446573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6440478,"threshold_uncertainty_score":0.7420523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07883867541139963,"score_gpt":0.3462832341116731,"score_spread":0.2674445587002734,"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."}}