{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855803,0.000738055,0.001330946,0.002704964,0.0002489036,0.0008478339,0.0007234663,0.001175737,0.003918123],"category_scores_gemma":[0.0007304418,0.0002148599,0.0009669487,0.001632478,0.0004461837,0.001418888,0.0006455853,0.001491242,0.001083975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004477181,"about_ca_system_score_gemma":0.001036957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008356873,"about_ca_topic_score_gemma":0.001637198,"domain_scores_codex":[0.9997817,0.0000406664,0.0000451226,0.00003496167,0.00007901654,0.00001849676],"domain_scores_gemma":[0.9997007,0.0001625493,0.00005327146,0.000008298259,0.00005761606,0.00001762936],"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":[0.00009451434,0.0001245796,0.000259754,0.05895788,0.0002487717,0.0002551145,0.00008882755,0.0003097746,0.002408629,0.004108038,0.01597893,0.9171652],"study_design_scores_gemma":[0.00004619119,0.0002216249,0.001994112,0.01462123,0.0004696536,0.002707577,0.0001269795,0.0001609382,0.0009076562,0.003470242,0.9752397,0.00003408642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009127702,0.9991378,0.00007906889,0.0001759733,0.00007429826,0.000003357911,0.000009656338,0.000003678243,0.0004249551],"genre_scores_gemma":[0.0005938756,0.9988282,0.0001476271,0.0001235076,0.00008532852,0.000005156864,0.00001675557,8.522823e-7,0.0001987483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003918123,"threshold_uncertainty_score":0.01310736,"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."}}