{"id":"W2770229306","doi":"10.1016/j.chest.2017.11.010","title":"Re-examining Permissive Hypercapnia in ARDS","year":2017,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; ARDS; Hypercapnia; Intensive care medicine; Permissive; Mechanical ventilation; Ventilation (architecture); Lung; Coronavirus disease 2019 (COVID-19); Narrative review; Anesthesia; Internal medicine; Respiratory system","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":[0.0009935432,0.0004180714,0.002196519,0.0004371793,0.0001828424,0.0001291773,0.0003782647,0.0004979461,0.0006699027],"category_scores_gemma":[0.0004980248,0.0002997841,0.0005201966,0.0001024742,0.00004810618,0.0001338221,0.00007126934,0.001890253,0.0002057302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781505,"about_ca_system_score_gemma":0.001959049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001528266,"about_ca_topic_score_gemma":0.000003132221,"domain_scores_codex":[0.9979021,0.0001017602,0.0008449677,0.0003251547,0.0003826023,0.0004434064],"domain_scores_gemma":[0.9979885,0.00005850886,0.0007938673,0.0005843509,0.0001015938,0.0004731422],"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":[0.000009607178,0.00004325122,0.0001555471,0.006041119,0.00009385357,0.004991867,0.0001403226,2.056535e-8,0.00000772466,0.000008294263,0.001150686,0.9873577],"study_design_scores_gemma":[0.000587123,0.0002189267,0.0001537629,0.02785626,0.0006613977,0.004598702,0.0001886962,6.321126e-7,0.000006579075,0.00002821796,0.9654313,0.0002684428],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001082061,0.9795073,0.00002041426,0.00005318557,0.0008684238,0.0003441284,0.000003918487,0.00001772286,0.01907666],"genre_scores_gemma":[0.00009040577,0.9938716,0.0005992866,0.0001164174,0.001928503,0.00001923666,0.0000154922,0.00008485407,0.00327424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870893,"threshold_uncertainty_score":0.9999454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3787175129041323,"score_gpt":0.4590833031767438,"score_spread":0.08036579027261148,"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."}}