{"id":"W3041050730","doi":"10.4187/respcare.07876","title":"Comparing the Effects of Tidal Volume, Driving Pressure, and Mechanical Power on Mortality in Trials of Lung-Protective Mechanical Ventilation","year":2020,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Muscular Dystrophy Canada; University Health Network","funders":"","keywords":"Medicine; Mechanical ventilation; ARDS; Tidal volume; Odds ratio; Ventilation (architecture); Anesthesia; Lung; Internal medicine; Cardiology; Respiratory system","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":[0.03699169,0.003313309,0.01497658,0.002818465,0.0006895843,0.004418137,0.001923683,0.004248208,0.002726698],"category_scores_gemma":[0.09406771,0.001414045,0.04684684,0.003579005,0.001489889,0.002653723,0.001847524,0.003688326,0.000325421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427534,"about_ca_system_score_gemma":0.00146123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078149,"about_ca_topic_score_gemma":0.002349375,"domain_scores_codex":[0.9526628,0.03255657,0.008437165,0.003551363,0.00207416,0.000717986],"domain_scores_gemma":[0.8962283,0.0888775,0.009538357,0.002606032,0.002140707,0.0006091163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02783665,0.00006452123,0.01077512,0.06426407,0.889514,0.0001035031,0.00007688694,0.0006615502,0.0003815935,0.0002226092,0.0002795534,0.005819887],"study_design_scores_gemma":[0.005491911,0.001053225,0.008275115,0.003973161,0.9788936,0.00007980433,0.00003926861,0.0004944092,0.0002368255,0.0005656061,0.0008737583,0.00002328084],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08690514,0.9037749,0.003296885,0.001182747,0.001224493,0.001014268,0.0010043,0.0001119016,0.001485398],"genre_scores_gemma":[0.9044055,0.08571894,0.003859941,0.001533306,0.0008205805,0.002056423,0.0009127012,0.00008496313,0.0006075972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03699169,"threshold_uncertainty_score":0.1956331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05056673776916773,"score_gpt":0.3241709608727628,"score_spread":0.2736042231035951,"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."}}