{"id":"W4283692756","doi":"10.1136/annrheumdis-2022-eular.2682","title":"POS1563-PARE SELF-MANAGEMENT STRATEGIES FOR ADVERSE DRUG REACTIONS AS REPORTED BY TNF-ALPHA INHIBITOR USERS: AN OBSERVATIONAL STUDY","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 Alberta Hospital","funders":"","keywords":"Medicine; Etanercept; Adalimumab; Injection site; Cohort; Drug reaction; Observational study; Cohort study; Internal medicine; Drug; Disease; Pharmacology; Tumor necrosis factor alpha","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":[0.0005659134,0.0001714883,0.000294516,0.00006510642,0.0005389685,0.00002462552,0.0004020971,0.00004147219,0.000634999],"category_scores_gemma":[0.0001944895,0.0001256508,0.0002356644,0.0002348159,0.0001179616,0.0001960268,0.0002194236,0.0001275445,0.000005023177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002439501,"about_ca_system_score_gemma":0.0001238109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232941,"about_ca_topic_score_gemma":0.00001188736,"domain_scores_codex":[0.9982294,0.0005107174,0.0005693584,0.0003015739,0.0001454089,0.0002435464],"domain_scores_gemma":[0.9986122,0.0002978255,0.0003814562,0.0005191908,0.0001435908,0.00004572883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002836126,0.03437009,0.02177457,0.00124037,0.01470718,0.00002478988,0.005620793,0.0006971948,0.004476817,0.03790471,0.8590726,0.0172748],"study_design_scores_gemma":[0.01178119,0.006023021,0.3220992,0.0007001713,0.006531795,0.00007677667,0.2790909,0.0006918614,0.01034749,0.1026994,0.2576883,0.002269977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992488,0.0009092846,0.00004295179,0.003035573,0.0005995666,0.001477387,0.0009930291,0.00009744275,0.0003567636],"genre_scores_gemma":[0.9956822,0.000059579,0.0003378087,0.0007101694,0.00001240535,0.0003300239,0.0002217204,0.00001650683,0.002629605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6013843,"threshold_uncertainty_score":0.6952794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169170567836122,"score_gpt":0.3767668613203753,"score_spread":0.2598498045367632,"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."}}