{"id":"W3213766430","doi":"10.1101/2021.11.05.21264590","title":"Prone positioning of patients with moderate hypoxia due to COVID-19: A multicenter pragmatic randomized trial [COVID-PRONE]","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Humber River Regional Hospital; Trillium Health Centre; William Osler Health System; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto","funders":"","keywords":"Interquartile range; Medicine; Randomization; Randomized controlled trial; Fraction of inspired oxygen; Coronavirus disease 2019 (COVID-19); Mechanical ventilation; Prone position; Respiratory failure; Emergency medicine; Pediatrics; Internal medicine; Surgery; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003455864,0.001748367,0.003022666,0.000489897,0.000571517,0.001221906,0.0008982436,0.00221341,0.004612404],"category_scores_gemma":[0.006482373,0.0006282194,0.002654328,0.0004726555,0.001269415,0.001205635,0.0009242508,0.002108445,0.0003658433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169778,"about_ca_system_score_gemma":0.001943199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109883,"about_ca_topic_score_gemma":0.002614906,"domain_scores_codex":[0.9973933,0.001936714,0.0001489545,0.0002397557,0.000105849,0.0001754132],"domain_scores_gemma":[0.9972683,0.0006945113,0.0008914021,0.0001497822,0.0001470085,0.0008490002],"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":[0.9784572,0.004259333,0.00106387,0.001229762,0.001297222,0.00005878403,0.00005560181,0.0003761021,0.0007826865,0.0002034899,0.0007092527,0.01150685],"study_design_scores_gemma":[0.9594384,0.03835773,0.001053288,0.00008132403,0.0003128363,0.00001918847,0.00001844502,0.0002300842,0.00005423334,0.0001387894,0.0002838306,0.00001183885],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631528,0.007327094,0.001523061,0.002336023,0.00134124,0.02087386,0.000844183,0.0001039208,0.002497733],"genre_scores_gemma":[0.9714003,0.001918107,0.00422334,0.002508741,0.0009969935,0.01743512,0.0006414923,0.0000143867,0.0008613908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004612404,"threshold_uncertainty_score":0.01827657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283173245209096,"score_gpt":0.2953460056053534,"score_spread":0.2725142731532624,"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."}}