{"id":"W2902545121","doi":"10.1164/rccm.201806-1016le","title":"Mucin Concentrations and Peripheral Airway Obstruction in Chronic Obstructive Pulmonary Disease","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Grifols; National Institute of Environmental Health Sciences; Regeneron Pharmaceuticals; GlaxoSmithKline; Ikaria; AstraZeneca; Chiesi Farmaceutici; Sanofi; Foundation for the National Institutes of Health","keywords":"Medicine; Pulmonary disease; Mucin; Peripheral; Airway obstruction; Airway; Respiratory disease; Intensive care medicine; Pathology; Internal medicine; Lung; Surgery","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":[0.001416258,0.0004847844,0.000797363,0.0006635405,0.001298739,0.0009939251,0.0006017037,0.01057687,0.002729467],"category_scores_gemma":[0.006484776,0.0002388446,0.0004593247,0.0005520104,0.001706892,0.001677591,0.000549923,0.008830904,0.001252661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553916,"about_ca_system_score_gemma":0.0008465516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530577,"about_ca_topic_score_gemma":0.003282916,"domain_scores_codex":[0.9992604,0.0002693188,0.0001024224,0.00008849106,0.0002131857,0.00006619354],"domain_scores_gemma":[0.9978468,0.001273644,0.0002635221,0.00008097642,0.0003010843,0.0002339417],"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":[0.0004739368,0.0003407919,0.04600149,0.0005800546,0.00007178067,0.05016816,0.0004846487,0.0002017011,0.001844616,0.01170013,0.7516348,0.1364979],"study_design_scores_gemma":[0.0004879552,0.0007598137,0.05932061,0.002204708,0.0001411135,0.1024317,0.0009041997,0.001848531,0.0008017762,0.02886621,0.8021289,0.0001044752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00891434,0.03308605,0.0003306829,0.9327527,0.0138363,0.00004279646,0.00007123902,0.00005812342,0.01090771],"genre_scores_gemma":[0.1724632,0.03937676,0.001401219,0.5991066,0.1749235,0.0001124105,0.0001247758,0.00003556829,0.0124559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01057687,"threshold_uncertainty_score":0.01127458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777195804374074,"score_gpt":0.3164230447089223,"score_spread":0.2986510866651815,"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."}}