{"id":"W4397047887","doi":"10.1681/asn.20223311s1487d","title":"Urine Complement Activation Products in Lupus Nephritis","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lupus nephritis; Medicine; Complement system; Urine; Complement (music); Nephritis; Immunology; Internal medicine; Chemistry; Antibody; Biochemistry; 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":[0.001084063,0.0004047486,0.0003396029,0.001902901,0.0003293809,0.0005097249,0.0003401942,0.0003438795,0.001433957],"category_scores_gemma":[0.002691402,0.0001284874,0.0002177897,0.001370692,0.0003326648,0.0002489592,0.0004554795,0.0004235697,0.0001833606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340392,"about_ca_system_score_gemma":0.0004342551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230402,"about_ca_topic_score_gemma":0.0007467751,"domain_scores_codex":[0.9993168,0.0001831182,0.00009243974,0.00008787405,0.0002530019,0.00006674378],"domain_scores_gemma":[0.99806,0.0006127505,0.0007442356,0.00007112895,0.0002899938,0.0002219529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006889664,0.00005318486,0.9783372,0.0001827999,0.0001210226,0.0005791783,0.00007523666,0.0002362777,0.00370478,0.000124375,0.0002897232,0.01560737],"study_design_scores_gemma":[0.00002818696,0.0005309635,0.9844308,0.00008252962,0.0002099135,0.006179772,0.00008063875,0.001059846,0.004909399,0.0003563476,0.0021175,0.00001412616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807689,0.01588005,0.0008321133,0.0001184209,0.0000380263,0.00002082618,0.0002672018,0.00003619209,0.002038202],"genre_scores_gemma":[0.9987473,0.0005600062,0.0004236627,0.00002295285,0.0000287843,0.000004967067,0.0001020162,0.000002476571,0.0001077286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902901,"threshold_uncertainty_score":0.005733132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254393849159892,"score_gpt":0.3125550067908678,"score_spread":0.2800110682992689,"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."}}