{"id":"W4283695675","doi":"10.1136/annrheumdis-2022-eular.2614","title":"POS0648 SEX DIFFERENCES IN ADVERSE DRUG REACTIONS FROM BIOLOGICAL USE IN PATIENTS WITH IMMUNE-MEDIATED INFLAMMATORY DISEASES","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","funders":"UCB Pharma","keywords":"Medicine; Adalimumab; Etanercept; MedDRA; Rheumatoid arthritis; Internal medicine; Pharmacovigilance; Adverse effect","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005185975,0.0002126421,0.0003684458,0.0003473645,0.0001709714,0.0005652399,0.0001361618,0.0004460283,0.006170878],"category_scores_gemma":[0.002763614,0.0001371398,0.0006885605,0.0005324279,0.0001585295,0.0003516072,0.0002523471,0.0006554764,0.0008511515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271036,"about_ca_system_score_gemma":0.0001713456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953057,"about_ca_topic_score_gemma":0.0003343984,"domain_scores_codex":[0.9994882,0.0001446211,0.00007298797,0.00009722754,0.0001089147,0.00008799069],"domain_scores_gemma":[0.997519,0.0008374539,0.001098587,0.0001345261,0.0001555373,0.000254842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007150989,0.0002123325,0.959811,0.00009686191,0.0005186798,0.0004670879,0.0001179626,0.0000745326,0.003128663,0.000137757,0.0005058094,0.02777825],"study_design_scores_gemma":[0.0000925839,0.001198346,0.9958936,0.00002296802,0.0001277621,0.001107722,0.0001122868,0.0000929078,0.0002798827,0.0001116273,0.0009506408,0.000009631541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944266,0.001806578,0.0001433418,0.0001521833,0.00006624094,0.000007811638,0.0005277019,0.000006953118,0.002862471],"genre_scores_gemma":[0.9983717,0.0003777853,0.00005632129,0.0001484575,0.00005733258,0.000005148956,0.0002884699,0.000005395143,0.0006894208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006170878,"threshold_uncertainty_score":0.02064359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339306425167516,"score_gpt":0.2544569131952393,"score_spread":0.2210638489435642,"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."}}