{"id":"W3043350897","doi":"10.1101/2020.07.15.20154609","title":"Protocol for a multicentre randomized controlled trial of normobaric versus hyperbaric oxygen therapy for hypoxemic COVID-19 patients","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; Toronto General Hospital; Ottawa Hospital; Université Laval; Canadian Electricity Association; University of Ottawa; Global Affairs Canada","funders":"","keywords":"Medicine; Randomized controlled trial; Mechanical ventilation; Clinical endpoint; Intensive care unit; Clinical trial; Coronavirus disease 2019 (COVID-19); Fraction of inspired oxygen; Intensive care medicine; Ventilation (architecture); Anesthesia; Surgery; Internal medicine; Disease","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":[0.03710645,0.007404706,0.01113243,0.002571343,0.003822624,0.004090303,0.003338784,0.007626899,0.09257071],"category_scores_gemma":[0.04512734,0.00286389,0.005628963,0.003025432,0.004143927,0.003213512,0.001919128,0.01066913,0.0133367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004291241,"about_ca_system_score_gemma":0.01460521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621029,"about_ca_topic_score_gemma":0.003226388,"domain_scores_codex":[0.9610452,0.02591808,0.003456049,0.003232034,0.003549843,0.002798802],"domain_scores_gemma":[0.9785035,0.006947828,0.004077449,0.003231171,0.004436222,0.002803729],"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":[0.9293386,0.007158264,0.0005998358,0.01265806,0.002550175,0.0002470764,0.0002488512,0.001331098,0.00125083,0.005439232,0.02177489,0.01740301],"study_design_scores_gemma":[0.9610252,0.01206444,0.0008121554,0.001618393,0.0007745559,0.00004476181,0.00005369215,0.001519147,0.0004821812,0.001944069,0.01959328,0.00006810328],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001466881,0.0002445067,0.001639032,0.0002388049,0.0009498805,0.9931972,0.001141749,0.0001172473,0.001004726],"genre_scores_gemma":[0.001856191,0.00007496611,0.001793015,0.000228797,0.00008025826,0.9954014,0.0001524593,0.000006032552,0.0004068975],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09257071,"threshold_uncertainty_score":0.3096799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159109201289779,"score_gpt":0.3716635976349609,"score_spread":0.3200725056220631,"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."}}