{"id":"W4214861271","doi":"10.51893/2022.1.oa8","title":"High flow nasal catheter therapy versus non-invasive positive pressure ventilation in acute respiratory failure (RENOVATE trial): protocol and statistical analysis plan","year":2022,"lang":"en","type":"article","venue":"Critical Care and Resuscitation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Ministério da Saúde","keywords":"Medicine; Intensive care medicine; Continuous positive airway pressure; Randomized controlled trial; Mechanical ventilation; Oxygen therapy; Clinical endpoint; Positive airway pressure; Emergency medicine; Intensive care; Respiratory failure; Renal replacement therapy; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01557329,0.004424205,0.007864903,0.001786622,0.001635068,0.003869963,0.002394033,0.003695477,0.03023636],"category_scores_gemma":[0.01925318,0.00234498,0.008260434,0.002224027,0.003048806,0.00180089,0.001826379,0.007480556,0.004811182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003292141,"about_ca_system_score_gemma":0.006648676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235358,"about_ca_topic_score_gemma":0.003481384,"domain_scores_codex":[0.9868271,0.009214147,0.001117804,0.0009118805,0.0007935308,0.001135541],"domain_scores_gemma":[0.9935762,0.002484394,0.001256749,0.001294723,0.0007853393,0.0006026007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9548793,0.003080138,0.0009612397,0.004154441,0.005133383,0.00007551425,0.0001148897,0.001619241,0.001076353,0.003228305,0.01164842,0.01402872],"study_design_scores_gemma":[0.966393,0.01186196,0.002608102,0.0006406632,0.002333334,0.00003461939,0.00005204634,0.001249324,0.0004703128,0.002602667,0.01168593,0.00006813832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04498222,0.00304488,0.009773533,0.001984064,0.001681489,0.9079648,0.01994727,0.0006062546,0.01001553],"genre_scores_gemma":[0.03290429,0.0006649512,0.008065835,0.00109178,0.0002842471,0.9515541,0.002093558,0.0000582607,0.00328296],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03023636,"threshold_uncertainty_score":0.1011507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863344434585057,"score_gpt":0.3360244576181163,"score_spread":0.3073910132722657,"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."}}