{"id":"W4200042078","doi":"10.1136/lupus-2021-000571","title":"LLDAS is an attainable treat-to-target goal in childhood-onset SLE","year":2021,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Prednisone; Hydroxychloroquine; Internal medicine; Serositis; Systemic lupus erythematosus; Pediatrics; Gastroenterology; Disease","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":[0.001744926,0.0001559047,0.0004666178,0.0003328035,0.0001878182,0.0005340005,0.0001979755,0.0002998495,0.0009280542],"category_scores_gemma":[0.00495164,0.00007388526,0.0001949768,0.0004347857,0.0002447508,0.0003940415,0.0003427745,0.0004969882,0.0001546353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886057,"about_ca_system_score_gemma":0.000572579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295914,"about_ca_topic_score_gemma":0.001404951,"domain_scores_codex":[0.9985008,0.0007168003,0.0001608893,0.0001506499,0.0003209091,0.0001498833],"domain_scores_gemma":[0.9956637,0.001386228,0.002156474,0.0001316323,0.0002783806,0.000383586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003518216,0.0002390058,0.9385517,0.0003232559,0.0001094857,0.0001617537,0.0001898566,0.001038394,0.00211597,0.0005038605,0.0007890997,0.0524594],"study_design_scores_gemma":[0.0001265188,0.00187255,0.9920791,0.00009658442,0.0000777916,0.000829576,0.0001510828,0.001101344,0.001353656,0.0002868811,0.002018004,0.000007005685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893425,0.005331737,0.001065915,0.00032497,0.00001417567,0.00003642795,0.0006698136,0.00004060744,0.003173999],"genre_scores_gemma":[0.9984955,0.0004377946,0.0005438314,0.00003435327,0.00001467815,0.00001655481,0.0003341025,0.000003992606,0.0001192954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001744926,"threshold_uncertainty_score":0.00922817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626306183871572,"score_gpt":0.3414563992418777,"score_spread":0.315193337403162,"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."}}