{"id":"W2086312736","doi":"10.1016/j.rmed.2011.01.010","title":"Respiratory system impedance with impulse oscillometry in healthy and COPD subjects: ECLIPSE baseline results","year":2011,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Spirometry; Internal medicine; Cohort; Respiratory system; Cardiology; Prospective cohort study; Physical therapy; Asthma","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":[0.0004742024,0.0003992574,0.0006603159,0.0005232655,0.0003695611,0.0004192598,0.0002062338,0.0006049999,0.001326092],"category_scores_gemma":[0.001309299,0.000164003,0.0003647303,0.0004058896,0.0001577476,0.0004500999,0.0004243776,0.0004133986,0.0005753093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911444,"about_ca_system_score_gemma":0.000188935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005616989,"about_ca_topic_score_gemma":0.00447313,"domain_scores_codex":[0.9997131,0.00005701812,0.00001941202,0.00007844337,0.00007213646,0.00005982085],"domain_scores_gemma":[0.9995665,0.000106744,0.00003063479,0.00004552806,0.0001600038,0.00009062509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02252236,0.001981527,0.9024636,0.0001019736,0.0002522972,0.0006304213,0.001322833,0.0003935289,0.03754956,0.0000566911,0.0009828334,0.03174232],"study_design_scores_gemma":[0.00004446805,0.00107256,0.9974608,0.000001111961,0.00003471353,0.0001024424,0.0001493601,0.0001423826,0.0008092043,0.00001007685,0.0001675431,0.000005287285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985293,0.00008269015,0.000170415,0.00001293085,0.000008877346,0.00001367401,0.0005654633,0.00001475108,0.000601856],"genre_scores_gemma":[0.9982117,0.00003148324,0.0001091339,0.00001386275,0.00001371419,0.00001409363,0.000941422,0.000008700858,0.0006558879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005616989,"threshold_uncertainty_score":0.0111686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720526924798907,"score_gpt":0.3156267364079104,"score_spread":0.2684214671599214,"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."}}