{"id":"W2619074220","doi":"10.2147/copd.s137865","title":"Clinical characteristics of COPD patients with tidal expiratory flow limitation","year":2017,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; COPD; Airway; Dynamic hyperinflation; Cardiology; Internal medicine; Hyperinflation; Lung volumes; Tidal volume; Anesthesia; Respiratory system; Lung","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":[0.0003623561,0.0002186841,0.0004624303,0.0009937586,0.0004185403,0.000384137,0.0001734388,0.000613049,0.001459274],"category_scores_gemma":[0.002410651,0.0001328252,0.0002626685,0.0007691936,0.0002872137,0.0004553055,0.0003019529,0.0003815148,0.0003486473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875578,"about_ca_system_score_gemma":0.0002266558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182404,"about_ca_topic_score_gemma":0.000971903,"domain_scores_codex":[0.9996698,0.00006158432,0.00006311443,0.00007036908,0.00007371867,0.00006131014],"domain_scores_gemma":[0.9987611,0.000415414,0.0003107743,0.00005104125,0.0001427508,0.0003189798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555297,0.00005956438,0.9978414,0.000006959317,0.0000106096,0.0002964332,0.00005695383,0.00004199948,0.0005600465,0.00001268876,0.00006013922,0.0008975631],"study_design_scores_gemma":[0.000009779098,0.0002161652,0.9982809,0.000003740289,0.000008716942,0.001014361,0.0001177122,0.0001187174,0.00007020065,0.00002190271,0.0001325843,0.000005374394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985983,0.0002183486,0.00008395705,0.00004608274,0.000006891536,0.00001858172,0.0002789086,0.000003704712,0.0007452302],"genre_scores_gemma":[0.9993141,0.00006674213,0.00007129906,0.00005031646,0.00001735921,0.00002060494,0.0003280126,0.000001586269,0.0001299128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001459274,"threshold_uncertainty_score":0.00488174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333204462027359,"score_gpt":0.3617863072712861,"score_spread":0.3284542626510125,"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."}}