{"id":"W4413387756","doi":"10.1016/j.ekir.2025.08.019","title":"Antifactor H Autoantibody Characterization in Atypical Hemolytic Uremic Syndrome","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Magnus Ehrnroothin Säätiö; Sigrid Juséliuksen Säätiö; Suomen Kulttuurirahasto; Kidney Foundation of Canada; Helsingin ja Uudenmaan Sairaanhoitopiiri; Opetushallitus; Humanitas University; Universiteit Utrecht; Helsingin Yliopisto","keywords":"Medicine; Atypical hemolytic uremic syndrome; Autoantibody; Immunology; Antibody; Complement system","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001891697,0.0001430111,0.0002209312,0.0003191574,0.00005243657,0.0000300134,0.0001970951,0.00009984578,0.002332722],"category_scores_gemma":[0.0007802551,0.0001438382,0.00008182482,0.0001637294,0.00005251991,0.0001312121,0.0001196269,0.0001462741,0.0001810318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808999,"about_ca_system_score_gemma":0.0002495699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004579244,"about_ca_topic_score_gemma":0.000005568293,"domain_scores_codex":[0.9986524,0.00007152026,0.0006212642,0.0003602065,0.00008380577,0.0002108193],"domain_scores_gemma":[0.9993278,0.00006250863,0.0002122272,0.0002783953,0.0000837466,0.00003530996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000846894,0.0002478832,0.5908759,0.00004089763,0.000202835,0.0005508503,0.00003904309,0.000002711045,0.3945542,0.001307721,0.01162211,0.0004711673],"study_design_scores_gemma":[0.0005872072,0.00001909546,0.8955889,0.0003806944,0.00002614169,0.001032428,0.00001563791,0.00004580708,0.0163092,0.0004352911,0.08540443,0.0001551418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888777,0.00007908561,0.000346742,0.00199228,0.005082231,0.0003526929,0.000171935,0.0000960585,0.003001251],"genre_scores_gemma":[0.9882788,0.000007907523,0.00001740978,0.0006223638,0.00002366415,0.00004052446,0.00369035,0.000009730262,0.007309258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.378245,"threshold_uncertainty_score":0.9985793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006510081900197662,"score_gpt":0.269206005464005,"score_spread":0.2626959235638073,"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."}}