{"id":"W4398233299","doi":"10.1093/ndt/gfae069.360","title":"#626 C3 glomerulonephritis and thrombotic microangiopathy—a prospective observational study","year":2024,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Thrombotic microangiopathy; Observational study; Microangiopathy; Medicine; Glomerulonephritis; Internal medicine; Diabetes mellitus; Endocrinology; Kidney; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779296,0.0002336739,0.0003658147,0.0002673985,0.000224767,0.00005724375,0.0001270924,0.000153773,0.0005136305],"category_scores_gemma":[0.00001778775,0.0002255923,0.000115535,0.0003238328,0.0001832199,0.0002294018,0.00002554571,0.0001832688,0.0003075865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005230543,"about_ca_system_score_gemma":0.00006380548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485279,"about_ca_topic_score_gemma":0.0004342975,"domain_scores_codex":[0.9982274,0.0003778841,0.0004285512,0.0005907993,0.00007518951,0.0003001544],"domain_scores_gemma":[0.9992657,0.0003796557,0.00006472659,0.0001943404,0.00006799538,0.00002755924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006127026,0.0007390582,0.7236044,0.0003173207,0.002978411,0.0002136628,0.01090482,0.00005141185,0.2485333,0.004490319,0.003527754,0.004026906],"study_design_scores_gemma":[0.002130271,0.0004067493,0.9900296,0.00005185131,0.001487887,0.0002093666,0.0005686532,0.00004692003,0.001964636,0.0008411355,0.001985546,0.0002773368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890746,0.007709997,0.0006448947,0.0004231062,0.0005602193,0.000891822,0.000235303,0.0002633298,0.0001967272],"genre_scores_gemma":[0.9979627,0.0003234463,0.00007255776,0.0001930522,0.00008369574,0.0002794,0.0008205209,0.00002333159,0.0002412606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2664253,"threshold_uncertainty_score":0.9199388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274811882933774,"score_gpt":0.2803811813988354,"score_spread":0.252899993105458,"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."}}