{"id":"W2123272986","doi":"10.1183/09031936.05.00136304","title":"Physiological changes during symptom recovery from moderate exacerbations of COPD","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"Bayer Canada","keywords":"Medicine; COPD; Exacerbation; Lung volumes; Hyperinflation; Vital capacity; Functional residual capacity; Cardiology; Pulmonary function testing; Dynamic hyperinflation; Internal medicine; Obstructive lung disease; Lung; Lung function; Diffusing capacity","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":[0.0003038931,0.0002290878,0.0005626579,0.0002093139,0.0002380759,0.0003920992,0.0001433289,0.0003757947,0.0006487654],"category_scores_gemma":[0.001627867,0.0001153803,0.0002155446,0.000125031,0.0002164437,0.0001733262,0.0003474833,0.0003745713,0.0001576457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999366,"about_ca_system_score_gemma":0.0001002822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007463746,"about_ca_topic_score_gemma":0.001040497,"domain_scores_codex":[0.9997947,0.00005697885,0.00002040733,0.00003403829,0.0000479772,0.00004590612],"domain_scores_gemma":[0.9994376,0.0001212235,0.0001708608,0.00002885217,0.00005786772,0.0001834791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009501351,0.0006831663,0.840632,0.0002943903,0.0002040976,0.002237885,0.001277716,0.0004392322,0.08016209,0.00004740709,0.00048168,0.06403892],"study_design_scores_gemma":[0.00002191986,0.001310655,0.9969544,0.000006404193,0.00001700809,0.0005886152,0.0001565921,0.0001014966,0.0006354995,0.00001341187,0.0001879873,0.000005811798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990576,0.0004808061,0.00006019019,0.00001789241,0.000004187245,0.00001303859,0.0000280132,0.000004140342,0.0003341045],"genre_scores_gemma":[0.9996686,0.00008233084,0.00004221921,0.00002758316,0.000008067749,0.000007125191,0.00007191955,7.661091e-7,0.00009130357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007463746,"threshold_uncertainty_score":0.002170324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434566478845898,"score_gpt":0.2925772940612925,"score_spread":0.2491206461767027,"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."}}