{"id":"W4289784922","doi":"10.1164/rccm.202201-0011oc","title":"Pulmonary Surfactant Proteins Are Inhibited by Immunoglobulin A Autoantibodies in Severe COVID-19","year":2022,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research; Österreichischen Akademie der Wissenschaften; Schweizerische Herzstiftung; Deutsche Forschungsgemeinschaft; Fondation Botnar; Austrian Science Fund; Innovative Medicines Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Autoantibody; Pulmonary surfactant; Medicine; Immunology; Lung; Pneumonia; Antibody; Immune system; DLCO; Internal medicine; Biology; Diffusing capacity; Lung function","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00209354,0.0002805725,0.001088523,0.0006248347,0.0003603745,0.00001495663,0.0002542668,0.00006693112,0.0005280952],"category_scores_gemma":[0.005619315,0.0002245343,0.0001114184,0.001058031,0.001777826,0.0001400574,0.0002041084,0.001827215,0.000002328643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007979245,"about_ca_system_score_gemma":0.001619936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002594379,"about_ca_topic_score_gemma":0.00001451221,"domain_scores_codex":[0.9952883,0.001029146,0.001083224,0.0003995068,0.00158225,0.0006176379],"domain_scores_gemma":[0.9964317,0.000989671,0.0003733318,0.0003118134,0.0005181961,0.001375275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02676033,0.001667056,0.4347581,0.007629467,0.0002317019,0.06929255,0.008274315,0.00004935687,0.06313583,0.0006202177,0.00700922,0.3805718],"study_design_scores_gemma":[0.01362899,0.06273858,0.05959951,0.002008836,0.0002973236,0.01458173,0.162311,0.00005555828,0.001039003,0.0003773686,0.6823993,0.0009627815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977781,0.07938735,0.00006098801,0.02153454,0.0001473778,0.0005924711,0.0001151548,0.00003056409,0.0003534608],"genre_scores_gemma":[0.981128,0.0003593988,0.0001146584,0.01808897,0.0001821745,0.00004304269,0.00001029335,0.00003736202,0.00003603649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6753901,"threshold_uncertainty_score":0.9156245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373845534267427,"score_gpt":0.3808445662165688,"score_spread":0.3434600127898261,"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."}}