{"id":"W3082079528","doi":"10.1183/13993003.02338-2019","title":"Current smoking status is associated with reduced sputum immunoglobulin M and G expression in COPD","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St Joseph's Health Care; McMaster University Medical Centre; McMaster University","funders":"National Key Research and Development Program of China; Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Janssen Pharmaceuticals; Guangdong Medical Research Foundation","keywords":"COPD; Sputum; Medicine; Antibody; Immunology; Internal medicine; Pathology","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":[0.001934161,0.0006685344,0.001401269,0.0005985176,0.001385038,0.001824719,0.001042727,0.01481229,0.003049373],"category_scores_gemma":[0.01622084,0.0004889425,0.0005727434,0.0005757498,0.001101801,0.001354344,0.0005708764,0.01143006,0.002770702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278913,"about_ca_system_score_gemma":0.001229162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016681,"about_ca_topic_score_gemma":0.002195711,"domain_scores_codex":[0.9987748,0.0004783817,0.0002057809,0.0001728924,0.0002270933,0.0001410609],"domain_scores_gemma":[0.9935879,0.003869689,0.0004774158,0.00017306,0.001138654,0.0007532648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006363776,0.0001141697,0.01226435,0.0002978523,0.00009757929,0.01816778,0.0002745708,0.0001244445,0.0005274682,0.000948463,0.9500253,0.01652176],"study_design_scores_gemma":[0.001021343,0.0006926574,0.04346018,0.00160821,0.0006657175,0.05761036,0.001853762,0.003637226,0.001603149,0.009401177,0.8781396,0.0003066557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00640093,0.004471991,0.000130734,0.9156275,0.07072801,0.00001138124,0.0001495581,0.00003735638,0.002442488],"genre_scores_gemma":[0.06779414,0.004619809,0.0003430272,0.5689108,0.3489164,0.00004413071,0.0001408003,0.00005631348,0.009174703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01481229,"threshold_uncertainty_score":0.01022893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714747977154965,"score_gpt":0.2963699008973259,"score_spread":0.2592224211257763,"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."}}