{"id":"W905894474","doi":"10.1007/978-3-642-01219-8_54","title":"Mechanical Ventilation in Infection, Sepsis and Organ Failure","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Sepsis; Septic shock; Systemic inflammatory response syndrome; Medicine; Organ dysfunction; Shock (circulatory); Intensive care medicine; CIRCULATORY FAILURE; Critically ill; Severe sepsis; Immunology; Cardiology; 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":[0.0003655581,0.0008665583,0.0005394202,0.001185402,0.000726501,0.001950344,0.0007392745,0.001440039,0.03145122],"category_scores_gemma":[0.0008249026,0.000210141,0.0003257118,0.001068387,0.001098754,0.002258741,0.001577382,0.002449535,0.01117678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120882,"about_ca_system_score_gemma":0.001394627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132316,"about_ca_topic_score_gemma":0.004509217,"domain_scores_codex":[0.9998005,0.00004853284,0.000009362934,0.0000193316,0.0001057235,0.00001647742],"domain_scores_gemma":[0.9998449,0.00008917227,0.000008080731,0.000008134128,0.00002977682,0.00001984798],"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":[0.00001638556,0.00005223529,0.00006042463,0.0005862038,0.000006135122,0.00008983088,0.0003448509,0.0003455622,0.0004080832,0.1414957,0.5387703,0.3178243],"study_design_scores_gemma":[0.000002562917,0.000008100664,0.00008778578,0.0003246976,0.000002081496,0.0001169325,0.0000493957,0.00006171191,0.00004822965,0.02154957,0.9777452,0.000003694813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000590505,0.2928375,0.005834165,0.01003051,0.01668681,0.00005876844,0.0001748105,0.0001362168,0.6736507],"genre_scores_gemma":[0.005049283,0.1374713,0.004865011,0.006528579,0.007607393,0.0001431963,0.0001910946,0.0001404148,0.8380038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03145122,"threshold_uncertainty_score":0.1052148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160042749525287,"score_gpt":0.248400902266402,"score_spread":0.2323966273138733,"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."}}