{"id":"W3143360520","doi":"10.1016/j.chest.2020.11.067","title":"Decrease Dead Space Prior to Calling the ECMO!","year":2021,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Dead space; ARDS; Extracorporeal membrane oxygenation; Ventilation (architecture); Extracorporeal; Anesthesia; Mechanical ventilation; Lung; Surgery; Internal medicine; Mechanical engineering","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":[0.002294261,0.0009545775,0.001111478,0.0006259051,0.006424087,0.004202795,0.001675099,0.0695094,0.01262307],"category_scores_gemma":[0.02008961,0.0007183665,0.001724796,0.0004669373,0.002608198,0.004726819,0.002170933,0.05599673,0.008205614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130636,"about_ca_system_score_gemma":0.005348294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009061291,"about_ca_topic_score_gemma":0.02108427,"domain_scores_codex":[0.997572,0.0006097313,0.0003038115,0.0002758143,0.0006205449,0.0006180676],"domain_scores_gemma":[0.9953066,0.001664122,0.0003081994,0.0001644125,0.0007510112,0.001805573],"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":[0.0001194671,0.0001047494,0.001920627,0.00005677609,0.00002683791,0.009128313,0.0002706849,0.0001335852,0.0004915645,0.003698116,0.9756644,0.008384971],"study_design_scores_gemma":[0.000165764,0.000204227,0.00342053,0.0004623041,0.00004571759,0.008516168,0.001182695,0.0008010716,0.0003439726,0.01127859,0.9734688,0.0001100745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008153812,0.0005865596,0.0001485876,0.9729629,0.01804291,0.00001958757,0.00003139575,0.0000298973,0.007362759],"genre_scores_gemma":[0.006356902,0.0006872746,0.0004790609,0.9350938,0.03215078,0.0000511397,0.00003855327,0.00003795244,0.02510455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0695094,"threshold_uncertainty_score":0.0422284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499281978498174,"score_gpt":0.2893182868305768,"score_spread":0.2443254670455951,"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."}}