{"id":"W2928768835","doi":"10.1093/rheumatology/kez057.035","title":"036. USCD163 IS AN EARLY PREDICTOR OF TREATMENT RESPONSE IN CRESCENTIC GLOMERULONEPHRITIS","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"I.M. Sechenov First Moscow State Medical University","keywords":"Medicine; Glomerulonephritis; Internal medicine; Kidney","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":[0.001329449,0.000237169,0.0003342337,0.0003521201,0.0001869869,0.0005730458,0.0003118582,0.0005933396,0.003825639],"category_scores_gemma":[0.00286776,0.0001116982,0.0003278805,0.0004273168,0.0001534163,0.0003688482,0.0002581068,0.0004875194,0.0008279411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235613,"about_ca_system_score_gemma":0.0002320505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433097,"about_ca_topic_score_gemma":0.0004652175,"domain_scores_codex":[0.9993825,0.0002449324,0.00009348944,0.00009404135,0.0001169288,0.00006809686],"domain_scores_gemma":[0.9971004,0.0006368227,0.001513244,0.00007929828,0.00026483,0.0004053919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038243,0.00008144807,0.9901267,0.00003340602,0.00004783092,0.00005934618,0.00001779993,0.00009993673,0.0005541848,0.00002102908,0.0003232597,0.00759667],"study_design_scores_gemma":[0.00007826918,0.0007693315,0.9947971,0.00004224452,0.0000808431,0.0007982969,0.00005522318,0.001612549,0.0005329626,0.0001092399,0.001116749,0.000007174494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962317,0.001460025,0.0002587441,0.0002355937,0.00003121345,0.00001934324,0.0003968062,0.00001648154,0.001350046],"genre_scores_gemma":[0.9988766,0.0001041463,0.0002347661,0.00007895284,0.00003722518,0.00001040511,0.0003677745,0.00000391588,0.0002861877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003825639,"threshold_uncertainty_score":0.01279801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232097986168687,"score_gpt":0.2564387531402586,"score_spread":0.2441177732785717,"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."}}