{"id":"W2788260294","doi":"10.1186/s12931-018-0733-z","title":"Serum IgG subclass levels and risk of exacerbations and hospitalizations in patients with COPD","year":2018,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of Ottawa; St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Reseau canadien de recherche respiratoire; British Columbia Lung Association","keywords":"Subclass; Medicine; COPD; Exacerbation; Immunology; Internal medicine; Hazard ratio; Confounding; Proportional hazards model; Antibody; Gastroenterology; Confidence interval","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":[0.0007727767,0.00009274203,0.0001591594,0.0002776062,0.0003957862,0.00001614436,0.0001263166,0.0001234845,0.0001217718],"category_scores_gemma":[0.0002332257,0.00007760648,0.0000135619,0.0004739594,0.001343712,0.0001229309,0.0001083769,0.0002878216,0.00002988722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002135597,"about_ca_system_score_gemma":0.0001037708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343461,"about_ca_topic_score_gemma":0.00007125751,"domain_scores_codex":[0.9986974,0.0004529292,0.0002122143,0.0002347788,0.00008423366,0.0003184668],"domain_scores_gemma":[0.9991795,0.00016889,0.00006112127,0.000245109,0.0003358804,0.000009512357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163781,0.0001786827,0.9888582,0.00002138324,0.00004635936,3.340588e-7,0.00109318,0.000002766956,0.003919656,0.000952527,0.0001013565,0.004709173],"study_design_scores_gemma":[0.001814207,0.0007683363,0.9862143,0.00004228465,0.000008718997,3.957697e-7,0.0005476275,0.000006705933,0.003438679,0.0001222004,0.006941395,0.00009510876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933379,0.00527523,0.00003301555,0.0000327238,0.00004581869,0.0003155513,0.00006570684,0.00001182632,0.0008821784],"genre_scores_gemma":[0.9995764,0.00006276323,0.000008532623,0.00001902312,0.000002115365,0.00001695444,0.00001054203,0.0000111258,0.0002925288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006840039,"threshold_uncertainty_score":0.4950963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793681400972315,"score_gpt":0.295805806594806,"score_spread":0.2678689925850829,"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."}}