{"id":"W4379797178","doi":"10.1136/annrheumdis-2023-eular.2169","title":"AB1593 SEVERE IMPACT OF THE ECONOMIC CRISIS ON TREATMENT PERSISTENCE IN PATIENTS WITH RHEUMATIC AND MUSCULOSKELETAL DISEASES: A MULTICENTRIC CROSS-SECTIONAL STUDY IN LEBANON","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"UCB Pharma; Canadian Institutes of Health Research; Nordic Pharma Group; Abbott Laboratories; Sanofi; Pfizer; Eli Lilly and Company; Biogen","keywords":"Medicine; Persistence (discontinuity); Cross-sectional study; Physical therapy; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003023698,0.0001991171,0.0005494535,0.0002696588,0.00009929292,0.00003752749,0.0002484552,0.00004393384,0.00003699371],"category_scores_gemma":[0.0002252981,0.000101813,0.0003178228,0.0004006991,0.00008959611,0.0001641405,0.00007798464,0.00006661566,0.00001966903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241682,"about_ca_system_score_gemma":0.0001277456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009649282,"about_ca_topic_score_gemma":0.0003879177,"domain_scores_codex":[0.9983216,0.00009287697,0.0008881788,0.0003054787,0.0001166223,0.0002752386],"domain_scores_gemma":[0.998684,0.0001548575,0.0005684762,0.0004609901,0.00003491356,0.00009671518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089813,0.0007829987,0.9909449,0.0002724536,0.0001705689,5.177938e-7,0.0009316427,0.005459058,1.612466e-8,0.00005784925,0.00002187542,0.001249097],"study_design_scores_gemma":[0.001924899,0.0006074777,0.994848,0.0002553587,0.00001041223,3.790223e-7,0.0006033656,0.001208675,3.769491e-7,0.0004151626,0.000001206496,0.0001247359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973919,0.0003630461,2.411497e-7,0.000120784,0.0001418872,0.001184555,0.0007506278,0.000008835733,0.00003806168],"genre_scores_gemma":[0.9996281,0.0001988727,0.000001193424,0.00001352852,0.000006993621,0.00007338834,0.00001042512,0.00001660181,0.0000508431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009261364,"threshold_uncertainty_score":0.9969456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04659912200691511,"score_gpt":0.3123868108819526,"score_spread":0.2657876888750375,"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."}}