{"id":"W3120019817","doi":"10.1136/annrheumdis-2020-eular.326","title":"FRI0106 RISK FACTORS FOR SERIOUS INFECTIONS IN PATIENTS WITH RA INITIATING TREATMENT WITH BIOLOGIC DMARDS: A REAL-WORLD POPULATION-BASED OBSERVATIONAL STUDY","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Genentech","keywords":"Medicine; Observational study; Internal medicine; Population; Hazard ratio; Proportional hazards model; Cohort study; Cohort; Abatacept; Intensive care medicine; Confidence interval; Environmental health","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":[0.00007627851,0.0001977991,0.0003465408,0.00008298892,0.0003130889,0.00001351283,0.0001646253,0.0000384778,0.00004345154],"category_scores_gemma":[0.0003271103,0.0001099997,0.0001193096,0.0003622817,0.00008774234,0.00009907422,0.00002620415,0.00007756972,0.000002633604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596156,"about_ca_system_score_gemma":0.0001229367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248102,"about_ca_topic_score_gemma":0.0002125273,"domain_scores_codex":[0.9988777,0.0002448044,0.0003876933,0.0002099922,0.00006400562,0.0002158071],"domain_scores_gemma":[0.9987122,0.0005484176,0.0003979971,0.0002207019,0.0001094969,0.00001121741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004915274,0.002003971,0.9892162,0.00003639349,0.0003047736,9.995541e-8,0.0008913728,0.004836385,0.000005286676,0.00004515195,0.00001674893,0.002152103],"study_design_scores_gemma":[0.003387955,0.002156101,0.9927186,0.000113388,0.0001371963,5.644503e-8,0.0009802199,0.0001518393,0.00006911295,0.00009738751,0.00004158725,0.0001465468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974841,0.0003323077,0.00003630982,0.0002428039,0.00007679839,0.001391071,0.0003799155,0.00003939746,0.00001727859],"genre_scores_gemma":[0.9990531,0.00002047294,0.00001653488,0.0001230968,0.000001124072,0.0001798146,0.0005755287,0.0000137304,0.00001664542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004684546,"threshold_uncertainty_score":0.448566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377550979311562,"score_gpt":0.2945819803512288,"score_spread":0.2308064705581132,"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."}}