{"id":"W4396998415","doi":"10.1681/asn.20203110s1594c","title":"Use of Therapeutic Drug Monitoring Does Not Add Clinical Value for Voclosporin in Patients with Lupus Nephritis","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurinia (Canada)","funders":"","keywords":"Lupus nephritis; Medicine; Drug; Intensive care medicine; Therapeutic drug monitoring; Nephritis; Systemic lupus erythematosus; Internal medicine; Pharmacology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929806,0.0003403428,0.001040782,0.0002024355,0.0001550731,0.0007560844,0.0002741534,0.0004266808,0.001118443],"category_scores_gemma":[0.005763562,0.0001092041,0.0006417026,0.0003461551,0.0003106354,0.0004220602,0.0002614579,0.0009901088,0.000142719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005460349,"about_ca_system_score_gemma":0.0005903161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211326,"about_ca_topic_score_gemma":0.0003782014,"domain_scores_codex":[0.9981788,0.0009537017,0.0001337388,0.0002796915,0.0003932137,0.00006078766],"domain_scores_gemma":[0.9939764,0.003455599,0.001771848,0.000346606,0.0001991562,0.0002504245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04554382,0.001502446,0.4826573,0.0007764854,0.002164054,0.0006714995,0.0001359368,0.006910579,0.02386136,0.000513042,0.001532112,0.4337312],"study_design_scores_gemma":[0.004833092,0.06179542,0.838859,0.0003160847,0.002709726,0.004525805,0.0001286223,0.04601908,0.02682913,0.001880018,0.01203591,0.00006815355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822744,0.008965058,0.004500661,0.00109604,0.00006038034,0.00008934671,0.0003755363,0.0001220075,0.002516408],"genre_scores_gemma":[0.9979501,0.0004715317,0.001087163,0.0001894817,0.00004292424,0.00001478854,0.0001294802,0.000005793683,0.0001086782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002929806,"threshold_uncertainty_score":0.01549447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746023835411104,"score_gpt":0.3404442321422588,"score_spread":0.2829839937881478,"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."}}