{"id":"W2009688736","doi":"10.1016/j.anclin.2012.08.011","title":"The Pathophysiology of Perioperative Lung Injury","year":2012,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Acute respiratory distress; Pathophysiology; Intensive care medicine; Lung; Respiratory distress; Respiratory physiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005598515,0.00117724,0.001615556,0.002476106,0.0003836398,0.00140363,0.001081821,0.001487738,0.002533142],"category_scores_gemma":[0.0007455098,0.0003131089,0.0005920668,0.002462889,0.00084491,0.001917545,0.001104814,0.001691777,0.001051472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121396,"about_ca_system_score_gemma":0.001719891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125713,"about_ca_topic_score_gemma":0.00210695,"domain_scores_codex":[0.9997805,0.00003858925,0.00004074962,0.0000362113,0.00007760106,0.00002637062],"domain_scores_gemma":[0.9996505,0.0001539976,0.00008342488,0.000008403185,0.00007407186,0.00002952842],"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":[0.00009739766,0.00009281543,0.0005843481,0.02129533,0.000126643,0.0006688536,0.00008318716,0.0003450764,0.001740838,0.00251464,0.0216369,0.9508141],"study_design_scores_gemma":[0.0000399684,0.000177877,0.003268546,0.01190572,0.0004344249,0.006268984,0.0002625762,0.0002348953,0.0007809149,0.004895671,0.9716768,0.00005363682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007098028,0.9992143,0.00006752753,0.0002009556,0.0001332037,0.000001896421,0.000004937454,0.000002019833,0.0003041683],"genre_scores_gemma":[0.0004627547,0.9989753,0.00007716279,0.0001007758,0.0002190757,0.000002090766,0.000007833119,3.084647e-7,0.0001546769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002533142,"threshold_uncertainty_score":0.008474171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06692374932460246,"score_gpt":0.3985366219217238,"score_spread":0.3316128725971214,"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."}}