{"id":"W2804390964","doi":"10.3899/jrheum.170763","title":"Reducing Missed Opportunities for Influenza Vaccination in Patients with Rheumatoid Arthritis: Evaluation of a Multisystem Intervention","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Pfizer","keywords":"Medicine; Vaccination; Rheumatoid arthritis; Intervention (counseling); Influenza vaccine; Outpatient clinic; Internal medicine; Adverse effect; Emergency medicine; Physical therapy; Family medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001310167,0.000483522,0.0006557635,0.0003666249,0.0004066243,0.0004434029,0.0004603366,0.0006371806,0.003165154],"category_scores_gemma":[0.003485908,0.00021822,0.0009430548,0.0002306532,0.0001927467,0.0003576103,0.0006578097,0.0006518948,0.0001426376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600706,"about_ca_system_score_gemma":0.001738345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996072,"about_ca_topic_score_gemma":0.004996144,"domain_scores_codex":[0.9990464,0.0005143902,0.00009067681,0.0000883785,0.0001221242,0.000138083],"domain_scores_gemma":[0.9985102,0.0005101563,0.00037926,0.00003506574,0.00008009645,0.0004852421],"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":[0.0978021,0.1256088,0.1618639,0.004390982,0.002659925,0.000233136,0.000915825,0.003130916,0.002962493,0.0001892451,0.00129805,0.5989445],"study_design_scores_gemma":[0.08322853,0.4089777,0.4926969,0.0009417346,0.002621286,0.00023835,0.0005704754,0.007429039,0.001262188,0.0001360618,0.001848256,0.00004943837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963373,0.001361841,0.0002462193,0.0005474532,0.00003826604,0.0007387514,0.00007403626,0.00002525846,0.0006309464],"genre_scores_gemma":[0.9946994,0.0007731605,0.002739242,0.0002279255,0.00007732539,0.001169705,0.00007935108,0.000001795629,0.0002321639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003165154,"threshold_uncertainty_score":0.01058853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06061309086882572,"score_gpt":0.3304964876751517,"score_spread":0.269883396806326,"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."}}