{"id":"W2091721419","doi":"10.1002/acr.21812","title":"Serious infections in a population‐based cohort of 86,039 seniors with rheumatoid arthritis","year":2012,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; York University; Institute for Clinical Evaluative Sciences; McGill University; McGill University Health Centre; McMaster University; St Joseph's Health Care; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rheumatoid arthritis; Comorbidity; Internal medicine; Cohort; Odds ratio; Retrospective cohort study; Population; Nested case-control study; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001409536,0.0002642232,0.0006758323,0.001166907,0.0003405856,0.00007322041,0.0001731865,0.000191055,0.0005733688],"category_scores_gemma":[0.000464744,0.0002480727,0.0001478413,0.001571019,0.0005006023,0.0004713089,0.000101156,0.0009572144,0.0001076359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689553,"about_ca_system_score_gemma":0.000537862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005400297,"about_ca_topic_score_gemma":0.009869205,"domain_scores_codex":[0.9953324,0.0005363367,0.0006164574,0.0004442368,0.001727429,0.001343109],"domain_scores_gemma":[0.9973851,0.0003711038,0.00008529032,0.0006818441,0.0008939971,0.0005826543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002594657,0.0004625675,0.9129437,0.00009601195,0.00006193601,0.0001148625,0.002024564,0.00001837426,0.0006657977,0.0006551471,0.0002515798,0.08244605],"study_design_scores_gemma":[0.01016983,0.001896182,0.9615669,0.003403525,0.000002898925,0.0007842907,0.00446017,0.00005839424,0.003919615,0.0001484871,0.01317082,0.0004189505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955323,0.03934787,0.0000333906,0.0003566763,0.00009584578,0.001523087,0.00005146992,0.00009850723,0.003170135],"genre_scores_gemma":[0.9649183,0.03369968,0.0004890905,0.0000442844,0.00008351783,0.0004406938,0.0001877265,0.00007416515,0.00006259265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08202711,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635851409838394,"score_gpt":0.3183849130478545,"score_spread":0.3020263989494706,"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."}}