{"id":"W3099229474","doi":"10.1007/s00134-020-06283-0","title":"Mechanical ventilation in patients with acute brain injury: recommendations of the European Society of Intensive Care Medicine consensus","year":2020,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neurointensive care; Intensive care medicine; Intensive care; Delphi method; Intensive care unit; MEDLINE; Psychological intervention; Evidence-based medicine; Mechanical ventilation; Anesthesiology; Traumatic brain injury; Medical emergency; Nursing; Alternative 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":[0.02552106,0.001908892,0.004642628,0.005091164,0.002660366,0.005008431,0.008165786,0.01305479,0.002898023],"category_scores_gemma":[0.03991775,0.0008599689,0.006115821,0.003700941,0.00253723,0.003573761,0.004464477,0.01537979,0.001811871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00504737,"about_ca_system_score_gemma":0.02593437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152989,"about_ca_topic_score_gemma":0.02281368,"domain_scores_codex":[0.9854434,0.003256318,0.006010615,0.0009048667,0.003373,0.001011893],"domain_scores_gemma":[0.9590013,0.01160023,0.00432605,0.0007297133,0.02058199,0.003760777],"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":[0.0007835081,0.000703359,0.01711078,0.02189128,0.001914141,0.001230077,0.001582392,0.002452507,0.001341783,0.01447669,0.4578935,0.47862],"study_design_scores_gemma":[0.001399966,0.0004719109,0.04809595,0.1347528,0.004076149,0.002324478,0.004476181,0.003298333,0.002125568,0.02029221,0.7782567,0.0004297972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006607347,0.4390201,0.01331196,0.4800671,0.03435823,0.0009956942,0.002245777,0.000358179,0.02303564],"genre_scores_gemma":[0.09222203,0.5144526,0.1465044,0.1963217,0.02423948,0.00470774,0.009601439,0.0004137885,0.0115368],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02552106,"threshold_uncertainty_score":0.1349698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955141536967311,"score_gpt":0.2896361553950419,"score_spread":0.2600847400253688,"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."}}