{"id":"W2118561596","doi":"10.3899/jrheum.130466","title":"Effectiveness and Safety of Tocilizumab: Postmarketing Surveillance of 7901 Patients with Rheumatoid Arthritis in Japan","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Tocilizumab; Rheumatoid arthritis; Postmarketing surveillance; Adverse effect; Internal medicine; Safety profile; Antirheumatic Agents; Arthritis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606737,0.0001428948,0.0009211795,0.0002094476,0.00004275376,0.000006717009,0.0001537104,0.00007115884,0.0001637815],"category_scores_gemma":[0.0006812324,0.00008659581,0.00006337096,0.0002008026,0.0004955167,0.00015133,0.00005642086,0.0003002645,0.000002133456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002724507,"about_ca_system_score_gemma":0.0001279335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007901801,"about_ca_topic_score_gemma":0.0002235365,"domain_scores_codex":[0.9977348,0.0007040351,0.0008271459,0.0001039689,0.0003545091,0.0002754943],"domain_scores_gemma":[0.9970775,0.001422116,0.0006025035,0.0001972836,0.0005976353,0.0001029212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004395519,0.0001512177,0.9674798,0.000191526,0.000130584,0.000003119249,0.0006682331,0.00000718593,0.0007596337,0.0001663877,0.00003111115,0.02601568],"study_design_scores_gemma":[0.009278401,0.001535181,0.9833786,0.002777314,0.000002277591,0.001636416,0.000519937,0.00002629923,0.0004554508,0.000280564,0.00002974075,0.00007976432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921761,0.006892025,0.00004917835,0.0002207365,0.00005155149,0.0004699935,0.00000483363,0.000004341906,0.00013124],"genre_scores_gemma":[0.9629089,0.03692846,0.0001287651,0.000007586661,0.000001361426,0.000005273449,0.000001775925,0.00001601955,0.000001897665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003644,"threshold_uncertainty_score":0.3531275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00432631743659176,"score_gpt":0.2228307545397527,"score_spread":0.2185044371031609,"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."}}