{"id":"W4251676870","doi":"10.1007/978-1-4419-0184-2_10","title":"Perioperative Lung Injury","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Perioperative; Mechanical ventilation; Lung; Anesthesia; Cardiopulmonary bypass; Ventilation (architecture); Tidal volume; Concomitant; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002094259,0.0006650026,0.0004074127,0.0009154516,0.0008325042,0.00128594,0.0005301559,0.0009737218,0.0709436],"category_scores_gemma":[0.0005556113,0.000222219,0.0003843932,0.0006156564,0.0004881295,0.001249494,0.00128093,0.002319965,0.03211887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006017642,"about_ca_system_score_gemma":0.001161484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539752,"about_ca_topic_score_gemma":0.007381388,"domain_scores_codex":[0.9998908,0.00001785348,0.000005822354,0.00001147566,0.00006272821,0.00001131497],"domain_scores_gemma":[0.9998833,0.00003567179,0.000006139125,0.0000100836,0.00004111432,0.00002357545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006728055,0.0000412007,0.00006672887,0.0001895619,0.000003297064,0.0001476081,0.0001626411,0.0001398675,0.0003509607,0.0140363,0.6894111,0.295444],"study_design_scores_gemma":[0.000001347728,0.000007762596,0.0001451188,0.0002363682,0.000002295227,0.0003694111,0.00004070251,0.00003400579,0.00007080896,0.002830159,0.9962589,0.000003181367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005613875,0.05895363,0.003751626,0.00544295,0.01110183,0.00007337108,0.0001303446,0.0001878231,0.9197971],"genre_scores_gemma":[0.00180013,0.03573116,0.001530301,0.003271212,0.002213242,0.00005071886,0.000134127,0.00006085712,0.9552082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0709436,"threshold_uncertainty_score":0.23733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592096591077577,"score_gpt":0.2692637535751831,"score_spread":0.2533427876644073,"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."}}