{"id":"W3097508704","doi":"10.1136/annrheumdis-2020-eular.4600","title":"AB0598 THE INCREASING USE OF IMMUNOSUPPRESSANTS IN EARLY SYSTEMIC SCLEROSIS","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Medicine; Azathioprine; Scleroderma (fungus); Cyclophosphamide; Internal medicine; Methotrexate; Interstitial lung disease; Systemic scleroderma; Connective tissue disease; Disease; Surgery; Gastroenterology; Chemotherapy; Autoimmune disease; Lung; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167888,0.0002819147,0.0006499577,0.001682568,0.0003909091,0.0009641314,0.0003062116,0.0008840741,0.003795148],"category_scores_gemma":[0.00380672,0.00009910698,0.0004409737,0.002299724,0.0003028637,0.0005585302,0.0002221921,0.001664884,0.001002964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004600967,"about_ca_system_score_gemma":0.0008191031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149892,"about_ca_topic_score_gemma":0.002476532,"domain_scores_codex":[0.9987419,0.0002926135,0.0002205483,0.0001136312,0.0005281147,0.0001031627],"domain_scores_gemma":[0.9947888,0.001998101,0.001486762,0.0001598253,0.0009004466,0.0006661625],"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":[0.003762245,0.0008719946,0.3634981,0.001245298,0.0004757264,0.005820337,0.000181058,0.0003860947,0.01760468,0.001089467,0.01030954,0.5947554],"study_design_scores_gemma":[0.0002333649,0.002319815,0.8795128,0.0008227523,0.0005736048,0.0212456,0.000299979,0.0006389527,0.003535514,0.000747333,0.09003859,0.00003162446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6880622,0.2506711,0.001601074,0.01437836,0.001995923,0.00005058214,0.001558048,0.0001525313,0.04153012],"genre_scores_gemma":[0.9336326,0.05394863,0.001326076,0.00438747,0.002727488,0.00003072604,0.0009503599,0.00003499486,0.002961685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003795148,"threshold_uncertainty_score":0.01269603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371668582588741,"score_gpt":0.2866724037319717,"score_spread":0.1495055454730976,"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."}}