{"id":"W2008560049","doi":"10.1016/j.resp.2010.01.017","title":"Effect of thoracic gas compression and bronchodilation on the assessment of expiratory flow limitation during exercise in healthy humans","year":2010,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Bronchodilation; Residual volume; Medicine; Functional residual capacity; Lung volumes; Physical therapy; Anesthesia; Cardiology; Lung; Internal medicine; Asthma; Bronchodilator","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005922876,0.0002059286,0.0005619544,0.0002730956,0.0001019267,0.000002770936,0.0001422645,0.0002070092,0.00006173722],"category_scores_gemma":[0.0001627205,0.0001444841,0.00008684747,0.0001861553,0.0006080221,0.00006078237,0.0001131663,0.0007384765,0.000004834782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000652141,"about_ca_system_score_gemma":0.0001553521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007270496,"about_ca_topic_score_gemma":0.000007982045,"domain_scores_codex":[0.9973318,0.001300073,0.0004483952,0.0004674437,0.0001517044,0.0003005714],"domain_scores_gemma":[0.9981189,0.0009275909,0.0002490154,0.0005142915,0.00009940496,0.00009080057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002131332,0.0001899361,0.06751008,0.0009118657,0.00001580601,0.000006886385,0.00006144608,0.0001327464,0.9247663,0.0001122584,0.00002167873,0.004139679],"study_design_scores_gemma":[0.0012926,0.001687833,0.9223208,0.0001845748,0.00003164758,0.000003826676,0.00002472146,0.0006636034,0.07358699,0.00005932428,0.0000610777,0.00008301636],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982782,0.0002416876,0.000002114657,0.0001489355,0.0001504299,0.001038157,0.00001624095,0.00001942554,0.0001048298],"genre_scores_gemma":[0.9994815,0.00007828451,0.00003419668,0.000170883,0.00007538647,0.0001026959,0.00002875977,0.00002288804,0.000005387199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8548107,"threshold_uncertainty_score":0.5891892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135331326686005,"score_gpt":0.3557546410280438,"score_spread":0.3344013277611838,"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."}}