{"id":"W4366427883","doi":"10.22541/au.168187871.14331560/v1","title":"Autoreactive IgE: pathogenic role and therapeutic target in autoimmune diseases","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Fonds Wetenschappelijk Onderzoek; Fondation pour la Recherche Médicale; Agence Nationale de la Recherche; Laboratoire d'Excellence Inflamex","keywords":"Immunology; Immunoglobulin E; Isotype; Autoantibody; Autoimmunity; Antibody; Biology; Antigen; Population; Medicine; Monoclonal antibody","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":[0.00006082362,0.0002148184,0.0004313367,0.0002370728,0.0000468396,0.00002473549,0.00006093882,0.0003734993,0.0003012048],"category_scores_gemma":[0.00003966377,0.0001668199,0.0001572284,0.0001567725,0.00008986672,0.00002048509,0.0002066867,0.0007615812,0.00009019358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012916,"about_ca_system_score_gemma":0.0004050303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693941,"about_ca_topic_score_gemma":0.000006803973,"domain_scores_codex":[0.9988825,0.0000452637,0.0002601992,0.0004078385,0.0001629792,0.0002412488],"domain_scores_gemma":[0.9992968,0.00007913833,0.00005518729,0.0003804713,0.00004835553,0.0001400691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512869,0.005992675,0.8013179,0.001343018,0.02556013,0.004648,0.008717477,0.001082268,0.1009833,0.01796505,0.001919156,0.02895822],"study_design_scores_gemma":[0.0009187118,0.00008787153,0.9728865,0.0002708781,0.001879944,0.00003165816,0.0003240933,0.005500292,0.0001266874,0.0174385,0.0003368547,0.0001980023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588423,0.02024523,0.0002287303,0.00616199,0.0009032584,0.002059164,0.0003195637,0.0008911149,0.01034868],"genre_scores_gemma":[0.9920902,0.0008024496,0.0002261866,0.0002213405,0.00007805233,0.0001644948,0.0005048608,0.00004769352,0.005864684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715686,"threshold_uncertainty_score":0.6802716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170073564851766,"score_gpt":0.2738234431079345,"score_spread":0.256816086622758,"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."}}