{"id":"W2014486734","doi":"10.1159/000072897","title":"Effect of Different Levels of Pressure Support and Proportional Assist Ventilation on Breathing Pattern, Work of Breathing and Gas Exchange in Mechanically Ventilated Hypercapnic COPD Patients with Acute Respiratory Failure","year":2003,"lang":"en","type":"article","venue":"Respiration","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Pressure support ventilation; COPD; Ventilation (architecture); Work of breathing; Tidal volume; Anesthesia; Respiratory rate; Mechanical ventilation; Respiratory failure; Respiratory minute volume; Respiratory system; pCO2; Peak inspiratory pressure; Internal medicine; Blood pressure; Heart rate","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":[0.0005212469,0.0002454544,0.0004285511,0.0001892533,0.000158701,0.0002495445,0.0001516919,0.0004230697,0.0009066568],"category_scores_gemma":[0.001959468,0.000105391,0.0003951634,0.0001437077,0.0003737846,0.0002810757,0.0003025133,0.000392072,0.0001534122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872175,"about_ca_system_score_gemma":0.0002177092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005107297,"about_ca_topic_score_gemma":0.0007384673,"domain_scores_codex":[0.9996717,0.0001377501,0.00004302446,0.00004553668,0.00004188431,0.00006012114],"domain_scores_gemma":[0.9988587,0.0003941192,0.0001380021,0.00006565922,0.0000604036,0.0004831874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3159851,0.009848719,0.493681,0.0004599876,0.0006629003,0.001393043,0.0009520791,0.002576258,0.07221135,0.0001036654,0.000615582,0.1015103],"study_design_scores_gemma":[0.001937598,0.1575723,0.8334166,0.00003012527,0.0001919583,0.000411371,0.0003836953,0.00133841,0.004228825,0.00006386504,0.0003910112,0.00003422103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997615,0.00005651028,0.0000268782,0.00001617398,0.000005598349,0.000009758631,0.0000151854,0.000001645601,0.0001066275],"genre_scores_gemma":[0.9997358,0.00002726653,0.0001032991,0.00002639428,0.00001000757,0.00002090577,0.00003387625,6.898592e-7,0.00004185912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009066568,"threshold_uncertainty_score":0.003033042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373901107042,"score_gpt":0.2543736348823758,"score_spread":0.2406346238119558,"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."}}