{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007670646,0.0002228361,0.0005557104,0.0002596898,0.00004298021,0.00001159552,0.00004564126,0.0001886408,0.00007203144],"category_scores_gemma":[0.00009763009,0.0001689951,0.00006481659,0.0002107216,0.00005928807,0.0001670696,0.00002514604,0.0001842172,5.504502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003930709,"about_ca_system_score_gemma":0.00008086024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005649405,"about_ca_topic_score_gemma":0.00001209672,"domain_scores_codex":[0.9980451,0.0002341628,0.0006564907,0.0003363419,0.0005484206,0.0001794303],"domain_scores_gemma":[0.9988918,0.00007316984,0.0005155304,0.0002385562,0.0001902508,0.00009069368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003254095,0.0005903565,0.8076948,0.001853499,0.0002773773,0.00005543168,0.0006855715,0.00001799961,0.1480425,0.0002967168,0.00002439998,0.03720722],"study_design_scores_gemma":[0.005152594,0.008574403,0.6284363,0.001384172,0.0005178279,0.0000180216,0.00002637782,0.00005823489,0.3553367,0.00004942318,0.0002358872,0.0002100936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981481,0.0001068115,0.0005188463,0.0000224511,0.0000489436,0.001037533,0.00004067386,0.00001245111,0.00006414474],"genre_scores_gemma":[0.9996056,0.000006620496,0.0001595718,0.00005902261,0.00001667506,0.00003348078,0.00005655139,0.00002700285,0.00003546506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2072942,"threshold_uncertainty_score":0.6891419,"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."}}