{"id":"W3122063461","doi":"10.1155/2021/6678080","title":"Esophageal Balloon-Directed Ventilator Management for Postpneumonectomy Acute Respiratory Distress Syndrome","year":2021,"lang":"en","type":"article","venue":"Case Reports in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Regina General Hospital; University of Saskatchewan","funders":"","keywords":"ARDS; Medicine; Intensive care unit; Pneumonectomy; Acute respiratory distress; Mechanical ventilation; Respiratory distress; Positive end-expiratory pressure; Pressure support ventilation; Anesthesia; Intensive care medicine; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002556759,0.0002786259,0.0005766132,0.0001637948,0.0001277251,0.00005341807,0.0000488949,0.0002135275,0.0002631983],"category_scores_gemma":[0.0003954956,0.0002821272,0.0002955553,0.0003084687,0.00009321652,0.0001061433,0.0001183255,0.0002721094,0.00000814567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221561,"about_ca_system_score_gemma":0.0002327377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004147211,"about_ca_topic_score_gemma":0.00001522647,"domain_scores_codex":[0.997386,0.00005961642,0.0007475782,0.0008129631,0.000430016,0.0005638707],"domain_scores_gemma":[0.9980713,0.000102254,0.00007416398,0.0007896527,0.000517701,0.0004449364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009502993,0.0001919904,0.005097139,0.001465334,0.0001059189,0.9876301,0.00009875415,6.112937e-7,0.001715857,0.0009971169,0.000407776,0.002194404],"study_design_scores_gemma":[0.005216065,0.001744867,0.02405811,0.001477533,0.002866398,0.8143886,0.007240301,0.00007574429,0.05845498,0.001224876,0.08185215,0.001400416],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991005,0.003073426,0.0002862735,0.0002118164,0.001238551,0.001060534,0.0001878629,0.0002165771,0.002719951],"genre_scores_gemma":[0.9955922,0.00000867447,0.002313838,0.0007275934,0.000121083,0.0003056946,0.0002647794,0.00006435849,0.0006017305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732415,"threshold_uncertainty_score":0.9999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061899900116907,"score_gpt":0.3497827158890599,"score_spread":0.3191637168878908,"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."}}