{"id":"W2914579784","doi":"10.3899/jrheum.180946","title":"Understanding Nonadherence with Hydroxychloroquine Therapy in Systemic Lupus Erythematosus","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hydroxychloroquine; Internal medicine; Medical prescription; Rheumatology; Psychological intervention; Socioeconomic status; Medical record; Retrospective cohort study; Logistic regression; Lupus erythematosus; Cohort; Physical therapy; Population; Immunology; 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":[0.004363099,0.000215627,0.0003828262,0.0009130543,0.0004486249,0.001021082,0.0005786295,0.0008257708,0.001067615],"category_scores_gemma":[0.01451068,0.000286348,0.0005517461,0.0009029997,0.0002995101,0.001039378,0.0007068285,0.001268881,0.0001241847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004872729,"about_ca_system_score_gemma":0.0007954082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314436,"about_ca_topic_score_gemma":0.01525295,"domain_scores_codex":[0.9973118,0.001245663,0.0004361869,0.0002428091,0.0005441676,0.0002193066],"domain_scores_gemma":[0.9916201,0.003171074,0.003919012,0.0002289664,0.0006771382,0.0003837974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002070493,0.00009355477,0.9913929,0.00004949105,0.00005904089,0.00001964931,0.0002918983,0.00004602961,0.00001405787,0.0000310795,0.000184087,0.00779754],"study_design_scores_gemma":[0.000007136763,0.00008823629,0.9979517,0.0001383019,0.00004675766,0.0001217721,0.0005128015,0.0006476669,0.00002625677,0.0001035114,0.0003518884,0.000003927026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919864,0.004353868,0.0002096969,0.001795006,0.0000255068,0.00001969043,0.0002094031,0.000004669611,0.001395731],"genre_scores_gemma":[0.9981965,0.001204833,0.0001610042,0.0001927422,0.00003161707,0.00001139619,0.0001130749,7.754745e-7,0.00008800008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314436,"threshold_uncertainty_score":0.02613574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05193810352591774,"score_gpt":0.2884971220590198,"score_spread":0.2365590185331021,"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."}}