{"id":"W4411433307","doi":"10.1016/j.ard.2025.06.1739","title":"ABS0543 INTERIM ANALYSIS OF A EUROPEAN REAL-WORLD STUDY ON THE EFFECTIVENESS, PHYSICIAN SATISFACTION, AND PATIENT CHARACTERISTICS IN PSORIATIC ARTHRITIS TREATED WITH BIMEKIZUMAB: INSIGHTS FROM GERMANY, SPAIN, AND THE UNITED KINGDOM","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Interim; Interim analysis; Family medicine; Arthritis; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01194077,0.0005424111,0.001043024,0.000917685,0.0003142578,0.001199233,0.0007137985,0.0009462585,0.002242812],"category_scores_gemma":[0.01390511,0.0003261499,0.002124992,0.00154558,0.0004889169,0.0005736188,0.001075246,0.0006536451,0.0004455872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541676,"about_ca_system_score_gemma":0.00108367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042027,"about_ca_topic_score_gemma":0.0100571,"domain_scores_codex":[0.989994,0.006107047,0.00103176,0.0008584658,0.001366756,0.0006419673],"domain_scores_gemma":[0.9864144,0.003720456,0.00566328,0.0013305,0.001814311,0.001057165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03846874,0.001017458,0.9384787,0.0005539044,0.004853166,0.0003273232,0.0004904219,0.0007313226,0.0005897794,0.0001548243,0.003628986,0.01070529],"study_design_scores_gemma":[0.001088282,0.00289241,0.9931834,0.00005855664,0.000681192,0.0001488707,0.0002351265,0.000251914,0.0001141739,0.00001294352,0.0013139,0.00001921708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856349,0.001800593,0.0003002075,0.0001894964,0.00003554717,0.0001988589,0.01100193,0.00001294073,0.0008255625],"genre_scores_gemma":[0.9828377,0.0003474145,0.0004222448,0.0003145851,0.00004135658,0.0002682106,0.01539574,0.000009275207,0.0003634965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194077,"threshold_uncertainty_score":0.06314957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284080176847362,"score_gpt":0.3660408788624373,"score_spread":0.2376328611777011,"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."}}