{"id":"W2754632726","doi":"10.1136/annrheumdis-2017-eular.1818","title":"AB0289 Predictor of the simplified disease activity index 50 (SDAI 50) at month 6 during bdmards treatment in patients with long-established rheumatoid arthritis: a single-center, retrospective study","year":2017,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Pfizer Japan; Ono Pharmaceutical; AbbVie Canada; Astellas Foundation for Research on Metabolic Disorders; Mitsubishi Tanabe Pharma Corporation; Japan Blood Products Organization; Chugai Pharmaceutical; Teijin Pharma; Pfizer","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Methotrexate; Single Center; Antirheumatic drugs; Odds ratio; Body mass index; Tocilizumab; Retrospective cohort study; Physical therapy; Antirheumatic Agents","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004631988,0.0003963875,0.0007536634,0.0007014357,0.0006221425,0.0008264643,0.0004065345,0.0006777404,0.00141675],"category_scores_gemma":[0.001104275,0.0004733783,0.0008087184,0.001273151,0.00038231,0.0006772788,0.0003473004,0.0008298604,0.0003318634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718833,"about_ca_system_score_gemma":0.000398682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026712,"about_ca_topic_score_gemma":0.002796949,"domain_scores_codex":[0.9995302,0.0001188035,0.00006662116,0.000114174,0.0000813068,0.00008895449],"domain_scores_gemma":[0.9988079,0.0002440219,0.0005113873,0.00008904241,0.000120948,0.000226683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513512,0.00007047274,0.998382,0.00001145263,0.0001045746,0.0001422241,0.00002731502,0.00001810076,0.0002153773,0.000009232055,0.00003839546,0.0005294417],"study_design_scores_gemma":[0.00004210797,0.0003574771,0.9982803,0.000007820447,0.0001484325,0.0005965931,0.0001642593,0.0001663893,0.00005303383,0.00002003696,0.00015605,0.000007572163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990588,0.0004913287,0.00005196212,0.00001676145,0.00001093867,0.000005169263,0.0001385303,0.000001709536,0.0002248184],"genre_scores_gemma":[0.9994907,0.0001227157,0.00003913617,0.00002424897,0.00002048047,0.000005600469,0.000210805,0.000001264601,0.00008500382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0026712,"threshold_uncertainty_score":0.005311251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146073027347704,"score_gpt":0.2760304804239141,"score_spread":0.254569750150437,"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."}}