{"id":"W3165215379","doi":"10.1007/s00296-021-04898-0","title":"Barriers to medication adherence and degree of nonadherence in a systemic lupus erythematosus (SLE) outpatient population","year":2021,"lang":"en","type":"article","venue":"Rheumatology International","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Medication adherence; Pill; Internal medicine; Demographics; Population; Rheumatology; Systemic lupus erythematosus; Disease; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001852719,0.000103684,0.0003015471,0.0001664207,0.00002576593,0.000006912021,0.0001313582,0.000104871,0.001105571],"category_scores_gemma":[0.0009611964,0.0001024297,0.00003234575,0.0002016189,0.00006332098,0.00006949325,0.00005770438,0.0001347541,0.0001237347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008491722,"about_ca_system_score_gemma":0.0002706296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000161838,"about_ca_topic_score_gemma":0.0001026042,"domain_scores_codex":[0.9986228,0.00006141033,0.000540848,0.0002958915,0.0003402123,0.0001388337],"domain_scores_gemma":[0.9990046,0.0001036595,0.0002047107,0.0002185384,0.0002697539,0.0001987256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046292,0.00005906889,0.9884631,0.0001454292,0.00003664519,0.00002206309,0.0006528916,0.000009565802,0.001164345,0.005581505,0.000948974,0.002811758],"study_design_scores_gemma":[0.006113786,0.0005490357,0.9549936,0.005884152,0.00006548582,0.01241559,0.005142761,0.007492494,0.003051269,0.002443155,0.001372688,0.0004759672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934515,0.0003509365,0.001646014,0.001982922,0.0008859633,0.0002600604,0.000009047962,0.00001953359,0.001394025],"genre_scores_gemma":[0.9970636,0.0001659888,0.001406063,0.0003509327,0.00001062262,0.0000900329,0.00006603978,0.000007094154,0.0008396039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03346951,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000156071146378,"score_gpt":0.3045321528266714,"score_spread":0.2745305921152076,"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."}}