{"id":"W3045964604","doi":"10.1186/s13063-020-04617-3","title":"RECOVERY- Respiratory Support: Respiratory Strategies for patients with suspected or proven COVID-19 respiratory failure; Continuous Positive Airway Pressure, High-flow Nasal Oxygen, and standard care: A structured summary of a study protocol for a randomised controlled trial","year":2020,"lang":"en","type":"letter","venue":"Trials","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Warwick Medical School; Biotechnology and Biological Sciences Research Council; Queen's University Belfast; Newcastle University; University of Warwick; Manchester Biomedical Research Centre; King's College London; Queen's University; University Hospitals Birmingham NHS Foundation Trust; Intensive Care Society; National Institute for Health and Care Research; Royal Brompton and Harefield NHS Foundation Trust","keywords":"Medicine; Nasal cannula; Fraction of inspired oxygen; Continuous positive airway pressure; Oxygen therapy; Anesthesia; Intubation; Respiratory failure; Mechanical ventilation; Intensive care medicine; Emergency medicine; Surgery; Cannula","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003950621,0.001284643,0.006909279,0.0008360472,0.0003207344,0.0002825781,0.0004720064,0.001106555,0.0004626282],"category_scores_gemma":[0.01153167,0.0008624656,0.0008802342,0.0003909548,0.0003711518,0.0004146303,0.0001408157,0.0009676483,6.487002e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316543,"about_ca_system_score_gemma":0.005990617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003300146,"about_ca_topic_score_gemma":0.0001060667,"domain_scores_codex":[0.9889613,0.003053373,0.004016253,0.00164323,0.001585643,0.0007401688],"domain_scores_gemma":[0.9868851,0.004499695,0.004690228,0.0009381907,0.002645615,0.0003411174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5271088,0.0002834045,0.0000324903,0.002656159,0.002730499,0.00003062969,0.0005637564,0.000001995108,0.00007576205,0.00001667181,0.4659175,0.0005823683],"study_design_scores_gemma":[0.4902942,0.107707,0.00001281469,0.0002648181,0.003204233,1.823055e-7,0.0003811625,0.000002229279,0.0004522059,0.0001646818,0.39701,0.0005064193],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009677425,0.0001337304,0.001869439,0.009173064,0.0003564613,0.9805847,0.006107347,0.0005066402,0.0003008702],"genre_scores_gemma":[0.0005152637,0.000005503696,0.0017536,0.05751241,0.003883916,0.9329414,0.001586749,0.0003759955,0.001425145],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1074236,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04712107467678656,"score_gpt":0.3551127342837629,"score_spread":0.3079916596069763,"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."}}