{"id":"W3101511130","doi":"10.1155/2020/6688120","title":"Prone Position after Liberation from Prolonged Mechanical Ventilation in COVID-19 Respiratory Failure","year":2020,"lang":"en","type":"article","venue":"Critical Care Research and Practice","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Mechanical ventilation; Prone position; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Respiratory failure; Respiratory system; Position (finance); Intensive care medicine; Ventilation (architecture); Betacoronavirus; Anesthesia; Internal medicine; Virology","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":[0.0005028105,0.0003017886,0.0003005932,0.0004351305,0.0004533216,0.0003804466,0.0003466409,0.0005367289,0.001304948],"category_scores_gemma":[0.00299332,0.0001324559,0.0002868141,0.0003028729,0.0005925439,0.0005359895,0.0005509657,0.0004254421,0.0001845734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450001,"about_ca_system_score_gemma":0.0002883683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003742078,"about_ca_topic_score_gemma":0.0006767359,"domain_scores_codex":[0.9995307,0.0001523723,0.00006739866,0.00007277379,0.00008382684,0.00009282008],"domain_scores_gemma":[0.9981651,0.0003877373,0.001109362,0.00007013336,0.00007567186,0.0001920288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004098745,0.00006485141,0.9686397,0.0001059793,0.000021524,0.01643088,0.0003592482,0.0001299629,0.003046119,0.00004752283,0.0001820673,0.01056227],"study_design_scores_gemma":[0.00002270977,0.002066931,0.9481974,0.00008413864,0.00002462411,0.04691244,0.000770428,0.0002434309,0.0009594911,0.00006265839,0.000640891,0.00001481464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975229,0.001185541,0.0003784025,0.00009703034,0.00001887229,0.00003000967,0.00004747172,0.000006382072,0.0007133645],"genre_scores_gemma":[0.9993336,0.0002936277,0.0001468023,0.00005482055,0.000047837,0.00001237178,0.00004373928,0.000001377976,0.00006586099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001304948,"threshold_uncertainty_score":0.004365504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690597292145324,"score_gpt":0.4648036241520141,"score_spread":0.2957438949374818,"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."}}