{"id":"W2552432157","doi":"10.1097/mcc.0000000000000377","title":"Should we use driving pressure to set tidal volume?","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Tidal volume; Intensive care medicine; Prone position; Mechanical ventilation; Ventilation (architecture); Acute respiratory distress; Anesthesia; Lung; Respiratory system; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002098769,0.0005725413,0.001706733,0.0002899632,0.00007460775,0.00008765709,0.0002874961,0.0005758237,0.0008970578],"category_scores_gemma":[0.001187157,0.0004133923,0.0005492353,0.0002814957,0.00008028036,0.0001668569,0.0002597965,0.0009596958,0.0005741632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074896,"about_ca_system_score_gemma":0.000462041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002174494,"about_ca_topic_score_gemma":0.000001552266,"domain_scores_codex":[0.9967707,0.0001940232,0.00085732,0.0008587993,0.0006361239,0.0006829848],"domain_scores_gemma":[0.9978466,0.0003146128,0.00007887998,0.0007332632,0.0002948802,0.0007317849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001065672,0.0000639247,0.0004497091,0.08422981,0.00002447571,0.00002185913,0.000145112,4.481586e-8,6.963079e-7,0.0009080884,0.02192726,0.8922184],"study_design_scores_gemma":[0.000270888,0.0002047788,0.00002050072,0.09994193,0.000299077,0.00003297497,0.0000939597,0.000001679461,0.000001929848,0.00002491826,0.898685,0.0004223705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002632369,0.9866365,0.0005126281,0.0004646168,0.01014851,0.001398874,0.0006137135,0.00009334884,0.0001291591],"genre_scores_gemma":[0.00008761683,0.9957592,0.0001747486,0.00007807446,0.002422841,0.0003567938,0.0004450255,0.0001094999,0.0005662325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.891796,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4170270127207525,"score_gpt":0.5224364343800101,"score_spread":0.1054094216592576,"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."}}