{"id":"W4294024739","doi":"10.3899/jrheum.220399","title":"Development and Initial Validation of a Systemic Lupus Erythematosus–Specific Measure of the Extent of and Reasons for Medication Nonadherence","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Systemic lupus erythematosus; Discriminant validity; Pill; Internal medicine; Population; Physical therapy; Medication adherence; Psychometrics; Clinical psychology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.013707,0.0004992185,0.0004914766,0.0009355021,0.0003186222,0.0005913134,0.0007528465,0.0007151489,0.001075742],"category_scores_gemma":[0.02254015,0.0002836066,0.0008750165,0.0006537928,0.0003804006,0.0005281883,0.0009004861,0.000883343,0.0003332273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120906,"about_ca_system_score_gemma":0.00120444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486179,"about_ca_topic_score_gemma":0.002043877,"domain_scores_codex":[0.9928536,0.003258791,0.001359814,0.0004009096,0.001854476,0.0002724394],"domain_scores_gemma":[0.9827786,0.006576869,0.003323015,0.001108636,0.005536639,0.0006761466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007776595,0.002350227,0.8900675,0.0002188926,0.0002941776,0.0001139934,0.001725734,0.0008645018,0.006308989,0.0002758459,0.0009651538,0.09603722],"study_design_scores_gemma":[0.0001735115,0.003084634,0.9900542,0.00007194016,0.00006887194,0.00022277,0.0003724384,0.00235727,0.001563404,0.0001121479,0.001901187,0.00001753278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881716,0.0002761791,0.005770548,0.0001722637,0.00003417808,0.002522459,0.0007077053,0.00004632853,0.002298765],"genre_scores_gemma":[0.9752373,0.000199534,0.02023455,0.0001592261,0.00002945799,0.002393981,0.001074043,0.00001319996,0.000658767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013707,"threshold_uncertainty_score":0.07249039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141463469081128,"score_gpt":0.2964506354008273,"score_spread":0.245036000710016,"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."}}