{"id":"W4283771466","doi":"10.1183/13993003.00442-2022","title":"Airway autoantibodies are determinants of asthma severity","year":2022,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McGill University; Jewish General Hospital; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research","keywords":"Medicine; Asthma; Autoantibody; Airway; Immunology; Intensive care medicine; Antibody; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356533,0.0004151931,0.0003466253,0.0007943333,0.0002085452,0.0005420372,0.0003081973,0.0006624186,0.004052446],"category_scores_gemma":[0.003601575,0.0001773505,0.0003185621,0.0007322102,0.0002732406,0.0003066945,0.0003514458,0.0007114435,0.0005410956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412115,"about_ca_system_score_gemma":0.0001358041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705498,"about_ca_topic_score_gemma":0.000559044,"domain_scores_codex":[0.9992788,0.0002231035,0.00008318163,0.000149055,0.0001787818,0.00008704524],"domain_scores_gemma":[0.9949292,0.001565512,0.002385491,0.0001456745,0.0003333547,0.0006407683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008674142,0.00001891221,0.9970777,0.00001506991,0.00003187119,0.00007180578,0.00001367845,0.00003551461,0.0005402089,0.000009363635,0.00007077536,0.0020284],"study_design_scores_gemma":[0.000002247382,0.00006836071,0.9990081,0.000007133431,0.00001997623,0.0005388223,0.00002216991,0.0001393373,0.0000648086,0.00002277686,0.0001045988,0.000001661073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946352,0.00289036,0.0002623077,0.0001732236,0.00002458122,0.00001479301,0.0003087538,0.00002127887,0.001669572],"genre_scores_gemma":[0.9992236,0.0002600568,0.0001501442,0.00002352483,0.00004872214,0.00000458776,0.0001718969,0.000002501447,0.0001150029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004052446,"threshold_uncertainty_score":0.01355684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417536148867202,"score_gpt":0.2811506594057904,"score_spread":0.2569752979171184,"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."}}