{"id":"W2108878280","doi":"10.1016/j.burns.2004.01.015","title":"High frequency oscillatory ventilation in burn patients with the acute respiratory distress syndrome","year":2004,"lang":"en","type":"article","venue":"Burns","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; ARDS; Mean airway pressure; Oxygenation index; Anesthesia; Oxygenation; High-frequency ventilation; Ventilation (architecture); Mechanical ventilation; Respiratory failure; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001485362,0.0001627381,0.0002250398,0.0001130535,0.0000816,0.00001880707,0.000114257,0.00009460306,0.0001005851],"category_scores_gemma":[0.00001369151,0.0001018072,0.00005790962,0.0002530967,0.00008427659,0.0001373741,0.0000258159,0.0002124294,0.00005462003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531611,"about_ca_system_score_gemma":0.0001380017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004621079,"about_ca_topic_score_gemma":0.00006024394,"domain_scores_codex":[0.9988159,0.00002730817,0.000241652,0.0002543713,0.0003961211,0.0002646281],"domain_scores_gemma":[0.9992965,0.00001105543,0.0001077094,0.0003891261,0.0000809951,0.0001146563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005690462,0.0008178682,0.9749131,0.0001167436,0.0002279978,0.00206513,0.001083553,0.0001462253,0.01145317,0.005268587,0.0004387885,0.002899829],"study_design_scores_gemma":[0.003930471,0.0007682789,0.9874939,0.0001728593,0.0001090788,0.00002893429,0.00009465765,8.06288e-7,0.002069713,0.0004824733,0.004657553,0.0001912489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981892,0.0001045021,0.0002788936,0.0002505789,0.0001990811,0.0005305613,0.00002726474,0.00004806721,0.0003719046],"genre_scores_gemma":[0.9987809,0.000003798055,0.0002036755,0.0006363022,0.00006210632,0.00003957197,0.00005641768,0.00002745691,0.0001897563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258086,"threshold_uncertainty_score":0.4151579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009564345971224854,"score_gpt":0.2322520883034444,"score_spread":0.2226877423322195,"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."}}