{"id":"W4254828997","doi":"10.1136/annrheumdis-2011-201036","title":"Updated consensus statement on biological agents for the treatment of rheumatic diseases, 2011","year":2012,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Versus Arthritis; National Institute for Health and Care Research","keywords":"Medicine; Statement (logic); MEDLINE; Intensive care medicine; Bioinformatics","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":[0.000272256,0.0002381441,0.0005759674,0.00007305366,0.0001785285,0.00001637327,0.0002458075,0.00003984422,0.0006688318],"category_scores_gemma":[0.0005091942,0.0001073531,0.0004825751,0.0001087807,0.000449555,0.00004891815,0.00004796901,0.0000467953,0.00004351255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003335016,"about_ca_system_score_gemma":0.0001183377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084248,"about_ca_topic_score_gemma":0.00000348352,"domain_scores_codex":[0.9979879,0.0002212024,0.0006367152,0.0001724893,0.0004890271,0.0004926157],"domain_scores_gemma":[0.9974222,0.001061817,0.0003327152,0.0006895127,0.0001781937,0.00031556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009653793,0.03127507,0.1622486,0.001566263,0.00970895,0.000009293001,0.003634561,0.0001724982,0.0002083861,0.01156582,0.3126252,0.4573316],"study_design_scores_gemma":[0.01097649,0.007235906,0.9051931,0.002701499,0.0003859212,0.00001984715,0.002252868,0.00116358,0.004837314,0.005231844,0.05948804,0.0005136107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581072,0.03457307,0.00002117954,0.00403619,0.000257041,0.002011445,0.0008643843,0.00003116015,0.00009834013],"genre_scores_gemma":[0.9521452,0.04692354,0.0000504638,0.0002253026,0.00003303014,0.0002515611,0.000100322,0.00002137192,0.0002492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7429445,"threshold_uncertainty_score":0.7323239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282367150764657,"score_gpt":0.3772842218298273,"score_spread":0.2490475067533616,"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."}}