{"id":"W2257628484","doi":"10.1164/rccm.201511-2219oc","title":"Association between Functional Small Airway Disease and FEV1 Decline in Chronic Obstructive Pulmonary Disease","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":390,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Internal medicine; Obstructive lung disease; Cardiology; Airway obstruction; COPD; Air trapping; Pulmonary disease; Linear regression; Airway; Lung; Surgery; Mathematics; Statistics","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":[0.001865639,0.0003228161,0.000295315,0.0005463061,0.0002439528,0.0003753851,0.0005347652,0.0006040205,0.001337212],"category_scores_gemma":[0.003500911,0.000128759,0.0004098889,0.0004157785,0.0003909738,0.0002645603,0.0003837947,0.0006799388,0.0002088586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050687,"about_ca_system_score_gemma":0.0003077672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339727,"about_ca_topic_score_gemma":0.002863145,"domain_scores_codex":[0.9994306,0.0002010144,0.00005367892,0.0001393425,0.0001127356,0.00006258691],"domain_scores_gemma":[0.9971458,0.001195175,0.0008582585,0.0002259685,0.0002254508,0.0003493449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006493686,0.00001937874,0.9989539,0.000006636572,0.00003313603,0.000009970401,0.00001002466,0.00007902442,0.0001761009,0.000006465141,0.00002755493,0.0006129403],"study_design_scores_gemma":[0.000003541476,0.00009615412,0.9987394,0.000004027442,0.00002704537,0.0001007715,0.00001769199,0.0008348281,0.00007785767,0.00002087964,0.00007621382,0.000001481638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988779,0.0003431544,0.0002667273,0.00008547724,0.000004211866,0.000007489704,0.0002171091,0.000006010145,0.0001919914],"genre_scores_gemma":[0.9995136,0.00003613279,0.0001407197,0.00001404272,0.00000792729,0.000005480239,0.0001895506,0.0000013653,0.00009100508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339727,"threshold_uncertainty_score":0.009866595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286859375836126,"score_gpt":0.3106814089268589,"score_spread":0.2878128151684976,"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."}}