{"id":"W4399482467","doi":"10.1136/annrheumdis-2024-eular.2406","title":"POS0811 IMPACT OF DISEASE MANIFESTATIONS ON FIRST BIOLOGIC DRUG SURVIVAL IN AXIAL SPONDYLOARTHRITIS: A REAL-WORLD CANADIAN STUDY","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Western University; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Disease; Drug; Medicine; Computer science; Internal medicine; Pharmacology","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":[0.002043607,0.001139477,0.001306387,0.001247511,0.003596247,0.00249899,0.002276371,0.001590351,0.005107653],"category_scores_gemma":[0.006548503,0.000814023,0.00245903,0.00636165,0.001613442,0.001022028,0.001200534,0.002564765,0.000523891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02564283,"about_ca_system_score_gemma":0.03695941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853199,"about_ca_topic_score_gemma":0.9902207,"domain_scores_codex":[0.9973557,0.0003677952,0.0001570012,0.0004821307,0.0007064514,0.0009308605],"domain_scores_gemma":[0.9920424,0.0006680641,0.001750561,0.0004425411,0.003304249,0.001792185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002489741,0.0001925693,0.984064,0.0002476847,0.001069763,0.0002925922,0.0006828773,0.0002203228,0.0003224415,0.0005314982,0.004714323,0.005172334],"study_design_scores_gemma":[0.0002999615,0.0001656707,0.9948273,0.0001366668,0.0005460423,0.0001772392,0.001116758,0.0001979176,0.00004675984,0.00007745476,0.002340314,0.00006779546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689557,0.003538837,0.0001590044,0.001663727,0.00007866817,0.0001038391,0.01916094,0.00001886331,0.00632039],"genre_scores_gemma":[0.9894028,0.001992245,0.0002951769,0.0006036448,0.00005427883,0.00005120832,0.005884402,0.00002600148,0.001690228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02564283,"threshold_uncertainty_score":0.1860526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278802390800808,"score_gpt":0.3507693479012559,"score_spread":0.3079813239932478,"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."}}