{"id":"W4402309416","doi":"10.1016/j.jcrc.2024.154902","title":"Understanding ventilator-induced lung injury: The role of mechanical power","year":2024,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital; Sinai Health System; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Libin Cardiovascular Institute of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Lung; Intensive care medicine; Mechanical ventilator; Mechanical ventilation; Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005965569,0.0003074671,0.001732058,0.0002760545,0.00005620084,0.00004721701,0.0002710029,0.0004279462,0.0002809162],"category_scores_gemma":[0.0004314176,0.000165768,0.001480035,0.000267735,0.00008306677,0.00007601955,0.00009806468,0.00145822,0.00001725282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051481,"about_ca_system_score_gemma":0.001039328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.318065e-7,"about_ca_topic_score_gemma":2.773074e-7,"domain_scores_codex":[0.9974023,0.0001337014,0.001144901,0.0001993964,0.0008307482,0.0002889243],"domain_scores_gemma":[0.9984903,0.0001887882,0.0002983261,0.0003217252,0.0003941214,0.000306746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005116608,0.0005071955,0.0000203186,0.2135895,0.002201568,0.004731829,0.001580105,5.851409e-8,0.001384616,0.4057547,0.005405961,0.3643124],"study_design_scores_gemma":[0.0002651896,0.001688923,5.012179e-7,0.02250955,0.01365284,0.001196534,0.0055242,0.000003003088,0.0006229472,0.005336727,0.9489421,0.0002574309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00006290543,0.9961305,0.0001780218,0.0001869071,0.001413847,0.0003032878,0.00002950747,0.00001254418,0.001682473],"genre_scores_gemma":[0.502459,0.4958635,0.0001562406,0.0001882511,0.001124639,0.000009957057,0.000008164096,0.0001323101,0.00005792751],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9435362,"threshold_uncertainty_score":0.6759824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325712519580925,"score_gpt":0.4203139018375565,"score_spread":0.287742649879464,"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."}}