{"id":"W4283698327","doi":"10.1136/annrheumdis-2022-eular.2168","title":"POS1422 USE OF DISEASE MODIFYING ANTI-RHEUMATIC DRUGS AND RISK OF MULTIPLE MYELOMA IN PERSONS WITH RHEUMATOID ARTHRITIS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Abatacept; Leflunomide; Tocilizumab; Rheumatoid arthritis; Hydroxychloroquine; Internal medicine; Rituximab; Sulfasalazine; Incidence (geometry); Etanercept; Infliximab; Medical prescription; Tofacitinib; Antirheumatic drugs; Antirheumatic Agents; Disease; Lymphoma; Pharmacology","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":[0.0005125835,0.0004046414,0.0004325797,0.0009347823,0.0004322325,0.0009056882,0.0003043671,0.0008354389,0.004996625],"category_scores_gemma":[0.002557666,0.0002758558,0.0008278255,0.001248542,0.0002063326,0.0004341783,0.0003772189,0.001043709,0.0006222281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906195,"about_ca_system_score_gemma":0.000272547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968828,"about_ca_topic_score_gemma":0.001632474,"domain_scores_codex":[0.9994532,0.0001694177,0.00006855795,0.00009384713,0.0001303325,0.00008469218],"domain_scores_gemma":[0.9974727,0.000530432,0.001200272,0.0001560761,0.0002141338,0.0004263981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006114194,0.0001000781,0.9951154,0.00002613657,0.0001981695,0.0001944035,0.00002690109,0.00003119251,0.0005644936,0.00003995093,0.0002077268,0.00288412],"study_design_scores_gemma":[0.00002618258,0.0003801803,0.9977659,0.0000165339,0.0001460782,0.000750338,0.00008796321,0.0001493021,0.0001147926,0.00007738858,0.0004779753,0.000007338112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937675,0.001655394,0.0001419367,0.0002669983,0.00009298022,0.00001017312,0.001023091,0.00001306501,0.003029],"genre_scores_gemma":[0.9974365,0.0004315572,0.0001290426,0.0001802864,0.0001073364,0.000007599489,0.00054895,0.000004700355,0.001154106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004996625,"threshold_uncertainty_score":0.01671541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406212049642918,"score_gpt":0.2689386530115542,"score_spread":0.234876532515125,"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."}}