{"id":"W4206077078","doi":"10.21203/rs.3.rs-290977/v1","title":"Neutralizing autoantibodies to type I IFNs in &amp;gt;10% of patients with severe COVID-19 pneumonia hospitalized in Madrid, Spain","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pneumonia; Autoantibody; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; 2019-20 coronavirus outbreak; Immunology; Internal medicine; Antibody; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.000350242,0.0005476061,0.0005548371,0.0005993839,0.0003992751,0.0008916754,0.0003212491,0.0007024555,0.002575232],"category_scores_gemma":[0.0009389673,0.0003269531,0.0003386979,0.0005161384,0.0002395365,0.0003972173,0.0003026616,0.00058083,0.0005144415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005380841,"about_ca_system_score_gemma":0.0004979178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183646,"about_ca_topic_score_gemma":0.007568644,"domain_scores_codex":[0.9996595,0.00006734284,0.00002912436,0.00007853244,0.0000537948,0.0001117969],"domain_scores_gemma":[0.9996367,0.00005959319,0.0001061784,0.00002130465,0.00006663435,0.0001096033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001583075,0.00005663667,0.9968089,0.00001147652,0.00003129857,0.0003205719,0.00007072464,0.00003410178,0.0002808995,0.00001271735,0.0005109324,0.001703261],"study_design_scores_gemma":[0.00002712675,0.00007536811,0.9976792,0.0000185075,0.00003554461,0.0006290107,0.0006565324,0.0001269809,0.00007967172,0.00002971039,0.0006374872,0.000004895247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967957,0.0007590966,0.00008162863,0.0001568434,0.00003540814,0.000007364837,0.0006827131,0.000008662022,0.001472595],"genre_scores_gemma":[0.998312,0.0002666558,0.00004250451,0.0001313498,0.00004066491,0.000007333213,0.000518995,0.000004937241,0.0006756311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183646,"threshold_uncertainty_score":0.02353513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07969975286406883,"score_gpt":0.4222171252758875,"score_spread":0.3425173724118187,"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."}}