{"id":"W2900542692","doi":"10.1136/rmdopen-2018-000731","title":"Investigating sirukumab for rheumatoid arthritis: 2-year results from the phase III SIRROUND-D study","year":2018,"lang":"en","type":"article","venue":"RMD Open","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"Janssen Research and Development; GlaxoSmithKline","keywords":"Medicine; Rheumatoid arthritis; Internal medicine","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":[0.00137853,0.0002153061,0.0004854471,0.00004877272,0.0007642262,0.0005038416,0.0006997803,0.0000665457,0.0003116664],"category_scores_gemma":[0.001702267,0.0001511837,0.00009090186,0.0002217894,0.0003812744,0.0003585407,0.0003819878,0.0002535294,0.0002443729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004360136,"about_ca_system_score_gemma":0.0002875415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005972,"about_ca_topic_score_gemma":0.002600135,"domain_scores_codex":[0.9977125,0.0001886261,0.0005969179,0.0005258269,0.000473608,0.0005025272],"domain_scores_gemma":[0.9977807,0.000646781,0.0001617004,0.0008430099,0.0002955438,0.0002722981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03089126,0.006699104,0.02692072,0.00005877935,0.002658338,0.0001817285,0.09414595,0.000002310876,0.01075714,0.005037644,0.2412395,0.5814075],"study_design_scores_gemma":[0.3863155,0.0174319,0.01587821,0.003532439,0.00003569419,0.0001230298,0.05614723,0.001398113,0.007686157,0.01631646,0.4939717,0.001163557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854903,0.002079627,0.0001161412,0.00280647,0.0002168925,0.004475787,0.0002832328,0.00008841308,0.004443137],"genre_scores_gemma":[0.9941789,0.001693776,0.001856194,0.0007281913,0.0003969989,0.0003585566,0.0001924175,0.0000514511,0.0005435435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580244,"threshold_uncertainty_score":0.6165093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06202024796911716,"score_gpt":0.3684755136117548,"score_spread":0.3064552656426377,"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."}}