{"id":"W4403137260","doi":"10.1186/s40635-024-00674-z","title":"Estimation of transpulmonary driving pressure using a lower assist maneuver (LAM) during synchronized ventilation in patients with acute respiratory failure: a physiological study","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; De Beers (Canada); St. Michael's Hospital","funders":"Key Technologies Research and Development Program; “333 Project” of Jiangsu Province; National Natural Science Foundation of China","keywords":"Medicine; Transpulmonary pressure; Mechanical ventilation; Acute respiratory failure; Tidal volume; Anesthesia; Ventilation (architecture); Respiratory failure; Respiratory system; Diaphragm (acoustics); Respiratory minute volume; Pressure support ventilation; Cardiology; Internal medicine; Lung; Lung volumes","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":[0.0006654825,0.0005312068,0.0005003721,0.0004877446,0.0002213231,0.0004494885,0.0002391896,0.0005576916,0.0004771613],"category_scores_gemma":[0.002614965,0.0002153045,0.0002347322,0.0002228717,0.0006329767,0.0004923583,0.0004830348,0.0004692117,0.0001575265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180468,"about_ca_system_score_gemma":0.0001663681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002972641,"about_ca_topic_score_gemma":0.0002474944,"domain_scores_codex":[0.9994448,0.0002245585,0.00004901309,0.0001326703,0.00009213999,0.00005686393],"domain_scores_gemma":[0.9985965,0.0005129619,0.000402632,0.0001374227,0.0001038569,0.000246716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0042941,0.0006250155,0.9572849,0.00009689642,0.0000932027,0.0008174015,0.0004897384,0.000558827,0.02535628,0.00003419703,0.00006854819,0.01028077],"study_design_scores_gemma":[0.0001057159,0.01418335,0.9761605,0.00001218524,0.00006558295,0.001704256,0.000341671,0.002293841,0.00487645,0.0000325859,0.0001981202,0.0000256974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994255,0.00007760985,0.000361892,0.000006765594,0.000002261879,0.00001172883,0.00001991272,0.000003918525,0.00009033637],"genre_scores_gemma":[0.9996768,0.00002836098,0.0002117838,0.0000114923,0.000008987296,0.00001469628,0.00003195484,0.000001085109,0.0000149005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006654825,"threshold_uncertainty_score":0.003519475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740110318677012,"score_gpt":0.3057302564902358,"score_spread":0.2883291533034657,"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."}}