{"id":"W4403498370","doi":"10.1007/s00134-024-07675-2","title":"Prolonged versus shorter awake prone positioning in COVID-19: clinical outcomes and future implications","year":2024,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Anesthesiology; Pain medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Prone position; Intensive care medicine; Coronavirus Infections; Emergency medicine; Anesthesia; Internal medicine; Outbreak; Virology; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003171186,0.0005263371,0.00127613,0.0003990733,0.0001429494,0.00003961991,0.0001325924,0.0008544371,0.00004850348],"category_scores_gemma":[0.003296983,0.0003595539,0.0001948004,0.0002572299,0.0006444202,0.00004312216,0.00007323782,0.003874291,0.00002869614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719429,"about_ca_system_score_gemma":0.0003924556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000840753,"about_ca_topic_score_gemma":0.00002091914,"domain_scores_codex":[0.9971905,0.0002631849,0.0007444764,0.0009424153,0.0004195271,0.0004399033],"domain_scores_gemma":[0.9963542,0.001015297,0.0001386716,0.0005292355,0.001651673,0.0003109437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000340397,0.00002882515,0.03906933,0.001521493,0.0003527665,0.01172299,0.006234,3.129976e-7,0.0001111088,0.00004668151,0.9340789,0.006493216],"study_design_scores_gemma":[0.008658309,0.004555405,0.0689242,0.005333352,0.001825432,0.002492533,0.01052844,0.00001095542,0.00003845021,0.00008405579,0.8968521,0.0006968008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0581114,0.003506381,0.00001016137,0.9316015,0.00461034,0.001402547,0.00002985279,0.0001505766,0.000577248],"genre_scores_gemma":[0.08076153,0.0005724541,0.00007113496,0.8979917,0.01849033,0.0003045393,0.0008683257,0.000115121,0.000824845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03722682,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05229695110923611,"score_gpt":0.4020655084311354,"score_spread":0.3497685573218993,"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."}}