{"id":"W2810847002","doi":"10.1016/s2213-2600(18)30196-6","title":"Small airways disease in mild and moderate chronic obstructive pulmonary disease: a cross-sectional study","year":2018,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":304,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; University of Southampton; Providence Health Care; Samsung; Michael Smith Health Research BC; Canadian Thoracic Society","keywords":"COPD; Medicine; Lung; Obstructive lung disease; Lung transplantation; Pulmonary function testing; Gold standard (test); Cardiology; 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":[0.002114546,0.0007429286,0.0008767287,0.0009511785,0.001143588,0.001380248,0.0008945807,0.002127068,0.00183276],"category_scores_gemma":[0.003132258,0.001380032,0.001278512,0.001705387,0.0008196493,0.001766574,0.001140687,0.001714105,0.0006458613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005897782,"about_ca_system_score_gemma":0.0005907715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384079,"about_ca_topic_score_gemma":0.02024284,"domain_scores_codex":[0.9985803,0.0004939379,0.0001741134,0.0003341297,0.0001859728,0.0002314707],"domain_scores_gemma":[0.996874,0.0005522458,0.0008554223,0.0003539447,0.0003698521,0.0009945676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015088,0.0001371232,0.9987877,0.00001295885,0.0001390509,0.00007816564,0.0002059143,0.00001050231,0.0001669618,0.000009798163,0.00006368879,0.0002373576],"study_design_scores_gemma":[0.000009942286,0.0001973011,0.9990901,0.000005254518,0.00005714105,0.0001035712,0.0004221361,0.00002464897,0.00001088126,0.000006828464,0.0000679349,0.000004368071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987569,0.0003292716,0.00007687682,0.0000663888,0.0000190744,0.00002646245,0.0004363747,0.000002519386,0.0002861588],"genre_scores_gemma":[0.998765,0.0001760588,0.00008172635,0.0001157443,0.00002469331,0.00003159106,0.0005227701,0.000002761249,0.0002797992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384079,"threshold_uncertainty_score":0.02752048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08076971550914835,"score_gpt":0.354880749493742,"score_spread":0.2741110339845937,"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."}}