{"id":"W2176560993","doi":"10.4187/respcare.04255","title":"Airway Pressure Release Ventilation and High-Frequency Oscillatory Ventilation: Potential Strategies to Treat Severe Hypoxemia and Prevent Ventilator-Induced Lung Injury","year":2015,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; ARDS; Mechanical ventilation; Anesthesia; Hypoxemia; Ventilation (architecture); Airway; Intensive care medicine; High-frequency ventilation; Mean airway pressure; Continuous positive airway pressure; Intensive care; Lung; Internal medicine; Obstructive sleep apnea","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":[0.0005235295,0.001071159,0.002305929,0.0006690318,0.0002985384,0.0002260678,0.0002597788,0.001151453,0.0001609548],"category_scores_gemma":[0.00006770709,0.0009850526,0.0004916376,0.0004901349,0.00009791009,0.0005194521,0.0002678699,0.0008052789,0.00005423078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303263,"about_ca_system_score_gemma":0.002561042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001663706,"about_ca_topic_score_gemma":0.0000118711,"domain_scores_codex":[0.9953018,0.0003502483,0.001242721,0.00142783,0.001017406,0.0006599593],"domain_scores_gemma":[0.9965379,0.00003415824,0.0006651792,0.001138838,0.0005572084,0.001066736],"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":[0.0004939374,0.0001603568,0.0004486097,0.05802912,0.0006537606,0.0006706691,0.0008001301,0.00001217291,0.002945306,0.0003078685,0.005034667,0.9304434],"study_design_scores_gemma":[0.001240098,0.001213192,0.0006466846,0.008272897,0.005380977,0.0001642507,0.0004660442,0.00000200388,0.0007910592,0.00004981615,0.9806266,0.001146328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04500052,0.9494334,0.00003187045,0.00001196214,0.0008756332,0.003524797,0.000333338,0.000202694,0.0005857784],"genre_scores_gemma":[0.1987228,0.7901163,0.0006556544,0.0005783678,0.003941175,0.001188422,0.001491334,0.0008426607,0.002463283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.975592,"threshold_uncertainty_score":0.99926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881807223584477,"score_gpt":0.3249941546867935,"score_spread":0.2961760824509487,"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."}}