{"id":"W3191404093","doi":"10.1101/2021.08.06.21261531","title":"Awake Prone Position in Hypoxemic Patients with Coronavirus Disease 19 (COVI-PRONE): A Study protocol and Statistical Analysis Plan for Randomized Clinical Trial","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Impact; McMaster University; Alberta Health Services; Libin Cardiovascular Institute of Alberta; St. Joseph’s Healthcare Hamilton","funders":"Imam Abdulrahman Bin Faisal University; Centre Hospitalier Universitaire de Québec; King Faisal Specialist Hospital and Research Centre; Health Research Board; Université Laval","keywords":"Prone position; Medicine; Randomized controlled trial; Population; Hypoxemia; Mechanical ventilation; Intubation; Nasal cannula; Cannula; Emergency medicine; Physical therapy; Intensive care medicine; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05253707,0.006083092,0.01045391,0.002781597,0.002110747,0.003675443,0.002262675,0.005825704,0.04577034],"category_scores_gemma":[0.06573679,0.002125676,0.006135358,0.003322943,0.003467344,0.002867637,0.001906226,0.005983849,0.00623879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003444172,"about_ca_system_score_gemma":0.01076167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121014,"about_ca_topic_score_gemma":0.001407295,"domain_scores_codex":[0.955317,0.03375749,0.003438606,0.002248164,0.002886345,0.002352456],"domain_scores_gemma":[0.975347,0.0115682,0.004748835,0.003134845,0.003460302,0.001740691],"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":[0.9035336,0.007502691,0.001661775,0.01970297,0.005182469,0.0002949638,0.0003674358,0.004640301,0.0018072,0.008422184,0.01564147,0.03124296],"study_design_scores_gemma":[0.9174163,0.02990237,0.002470616,0.003738818,0.003202676,0.00008677758,0.0001462024,0.009848542,0.001186848,0.007547021,0.02429718,0.0001566992],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003416804,0.0003700649,0.005019865,0.0002800217,0.0005248932,0.9880174,0.001296378,0.0001467293,0.0009278837],"genre_scores_gemma":[0.00232502,0.00007293648,0.005041146,0.0001208725,0.00003388664,0.9920641,0.0001110799,0.000006620376,0.0002243756],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05253707,"threshold_uncertainty_score":0.2778459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0977870500251655,"score_gpt":0.4199884094770788,"score_spread":0.3222013594519133,"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."}}