{"id":"W4220880251","doi":"10.1002/acr2.11427","title":"Predictors of Influenza Vaccination in Early Rheumatoid Arthritis 2017‐2021: Results From the Canadian Early Arthritis Cohort","year":2022,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Canadian Rheumatology Association; Université Laval; University of Calgary; McGill University; McGill University Health Centre; University of Manitoba; Mount Sinai Hospital; Western University","funders":"","keywords":"Medicine; Rheumatoid arthritis; Vaccination; Cohort; Arthritis; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008688411,0.0005405299,0.000462265,0.001131089,0.001412355,0.0008476025,0.0009651658,0.0005125424,0.002160892],"category_scores_gemma":[0.001904765,0.0003425303,0.0008008498,0.002213886,0.0002536642,0.0002851975,0.0008032428,0.0008785466,0.0004194833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00460113,"about_ca_system_score_gemma":0.008236748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9566271,"about_ca_topic_score_gemma":0.9620433,"domain_scores_codex":[0.9991616,0.00004817545,0.00004662641,0.0001324266,0.0003436559,0.0002676145],"domain_scores_gemma":[0.9986262,0.00006611981,0.0003173524,0.00006038425,0.0006017847,0.0003281781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103347,0.00002282335,0.9969071,0.00002288455,0.0000716452,0.00003045269,0.000103316,0.00005270186,0.00009010993,0.00002041497,0.001128325,0.001439971],"study_design_scores_gemma":[0.000009082207,0.0000146024,0.9990988,0.00001482941,0.00002652096,0.00002965785,0.0001353369,0.0001340323,0.00001958379,0.000005405677,0.000507822,0.000004457743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740759,0.001297219,0.0001184556,0.0003958944,0.00002930331,0.00006988104,0.0216438,0.00001723022,0.002352387],"genre_scores_gemma":[0.9899315,0.0006392754,0.0001478645,0.0001123407,0.00001428352,0.00003708703,0.008207351,0.000005961043,0.0009043805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04337293,"threshold_uncertainty_score":0.08725667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823748808674754,"score_gpt":0.2767393041580482,"score_spread":0.2585018160713007,"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."}}