{"id":"W2153625694","doi":"10.1183/09031936.02.00034402","title":"Effects of noninvasive ventilation on lung hyperinflation in stable hypercapnic COPD","year":2002,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cégep de Chicoutimi","funders":"","keywords":"Medicine; COPD; Functional residual capacity; Anesthesia; Arterial blood; Hypercapnia; Lung volumes; Tidal volume; Spirometry; Ventilation (architecture); Vital capacity; Mechanical ventilation; Cardiology; Lung; Respiratory system; Internal medicine; Lung function; Diffusing capacity; Acidosis","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":[0.001007666,0.0003415621,0.0009643437,0.0001547663,0.0001976522,0.0002704539,0.000247899,0.0004472741,0.0009493048],"category_scores_gemma":[0.002104049,0.0001181351,0.0005207388,0.0001299177,0.0007021376,0.0001778477,0.000254525,0.0004684484,0.00009126517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723279,"about_ca_system_score_gemma":0.000270787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002724417,"about_ca_topic_score_gemma":0.0006302341,"domain_scores_codex":[0.9993706,0.0003966237,0.00004414745,0.00004137685,0.00009148777,0.00005571099],"domain_scores_gemma":[0.9990075,0.000540296,0.0001643943,0.00005816182,0.00002792778,0.0002016678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6531487,0.01655718,0.02711011,0.001644295,0.0009894161,0.0004746526,0.0002431454,0.0008573579,0.08750669,0.0001699292,0.0004137098,0.210885],"study_design_scores_gemma":[0.03361756,0.7421781,0.2127922,0.00009731362,0.0004970083,0.0003669641,0.0001108207,0.0007106786,0.007995272,0.0002076638,0.001394519,0.00003185456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996729,0.002660509,0.0001111534,0.00005915845,0.00003904832,0.00008170814,0.00002470854,0.000005753001,0.0002889499],"genre_scores_gemma":[0.9982004,0.0009689505,0.0003304077,0.00008381306,0.0001132173,0.0001009055,0.00004834665,0.000001608627,0.000152292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001007666,"threshold_uncertainty_score":0.005329072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240532013404323,"score_gpt":0.2732967907476082,"score_spread":0.2492435894071759,"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."}}