{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03347566,0.005878153,0.00942693,0.002496899,0.002374344,0.004784659,0.003361361,0.009011073,0.04788652],"category_scores_gemma":[0.04160126,0.002571678,0.007250209,0.002694284,0.003297318,0.003688531,0.001990436,0.007162646,0.01075487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004284228,"about_ca_system_score_gemma":0.01387975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309813,"about_ca_topic_score_gemma":0.003237232,"domain_scores_codex":[0.9727118,0.01895437,0.003540667,0.001393576,0.001917115,0.001482589],"domain_scores_gemma":[0.9871471,0.004362565,0.00371808,0.001168929,0.001958371,0.001644921],"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":[0.7977399,0.01016743,0.0009871756,0.09810638,0.003698426,0.0003589054,0.0006328052,0.002315397,0.002623948,0.008042599,0.01957378,0.05575328],"study_design_scores_gemma":[0.9406243,0.01783753,0.001383451,0.01037329,0.001236661,0.00009043978,0.0001052352,0.001769119,0.000542587,0.002460191,0.02347106,0.0001060451],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001970763,0.0008309811,0.001543749,0.0003285787,0.0004328384,0.9931226,0.0007039973,0.00008480518,0.0009815916],"genre_scores_gemma":[0.002263344,0.0004555625,0.003278537,0.0002191329,0.00007275635,0.9930628,0.0001627775,0.000006103287,0.0004790156],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04788652,"threshold_uncertainty_score":0.1770383,"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."}}