{"id":"W4220995363","doi":"10.3389/fimmu.2022.732977","title":"Anti-FcαRI Monoclonal Antibodies Resolve IgA Autoantibody-Mediated Disease","year":2022,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Vrije Universiteit Amsterdam; Amsterdam University Medical Centers","keywords":"Immunology; Autoantibody; Antibody; Inflammation; Immune system; Immunoglobulin A; Monoclonal antibody; Autoimmune disease; Medicine; Autoimmunity; Immunoglobulin G","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003311172,0.0003666015,0.0008996343,0.0007861544,0.000380382,0.00001902307,0.0005030573,0.0001343233,0.0009789726],"category_scores_gemma":[0.0005265134,0.0003939379,0.000257807,0.0007191937,0.0005936711,0.0001155921,0.0006186254,0.0008570973,0.00007555568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659256,"about_ca_system_score_gemma":0.0006908626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328165,"about_ca_topic_score_gemma":0.000002476015,"domain_scores_codex":[0.9970008,0.0003591438,0.0006416277,0.00068057,0.0004603175,0.0008575856],"domain_scores_gemma":[0.9985251,0.0001079521,0.0002179268,0.0008922537,0.00007902062,0.0001777304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003003632,0.001303565,0.8862336,0.00009354419,0.0005948227,0.002923432,0.0005783311,0.0002451087,0.004181295,0.0004829728,0.09811294,0.002246776],"study_design_scores_gemma":[0.003621427,0.0003543892,0.8853068,0.00007177253,0.0001809805,0.0001176137,0.001538967,0.00161563,0.0001633697,0.000870892,0.1057142,0.0004439651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343781,0.05377524,0.0005304579,0.003318742,0.004799489,0.0009609798,0.0003063771,0.0004249016,0.001505741],"genre_scores_gemma":[0.989884,0.001255298,0.003767635,0.001071385,0.0001100058,0.0002347245,0.001138717,0.0001008744,0.002437428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05550586,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008703458522119888,"score_gpt":0.2418978791324926,"score_spread":0.2331944206103727,"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."}}