{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009418422,0.0004143005,0.00045206,0.000889957,0.0008126776,0.001304366,0.0005276001,0.000972948,0.003085236],"category_scores_gemma":[0.001653625,0.000344098,0.0005616058,0.001731075,0.0004065006,0.0006644885,0.00075766,0.001154788,0.0003453019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057031,"about_ca_system_score_gemma":0.001483142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04459488,"about_ca_topic_score_gemma":0.04980492,"domain_scores_codex":[0.9993842,0.0001944967,0.00005637378,0.0000885878,0.00005890503,0.0002174949],"domain_scores_gemma":[0.998305,0.0002539876,0.0007043508,0.00006573319,0.0001748704,0.0004960671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006405679,0.00009217521,0.9987042,0.000008143978,0.00005257783,0.0001511201,0.0002317061,0.00002432256,0.00005846694,0.0000224593,0.0001540499,0.0004366809],"study_design_scores_gemma":[0.000004541756,0.00004187265,0.9987464,0.000007359108,0.00001421869,0.0000624798,0.0009351663,0.00004535789,0.000007042538,0.000009579028,0.0001223084,0.00000359817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988809,0.0001933939,0.0000152735,0.0001641615,0.0000108309,0.000004628624,0.000438186,7.810132e-7,0.0002918362],"genre_scores_gemma":[0.9991164,0.0001151608,0.00001701028,0.0001187985,0.00001928132,0.000006877825,0.0003741926,0.000001340296,0.0002309234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04459488,"threshold_uncertainty_score":0.08867061,"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."}}