{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001171249,0.0001168725,0.0001985757,0.0001216957,0.000141575,0.0001449929,0.00005701398,0.0002248129,0.0003645507],"category_scores_gemma":[0.01189953,0.0001100726,0.00003481581,0.0003160823,0.0001299353,0.0007390257,0.00007627946,0.0008153314,0.00006143244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629881,"about_ca_system_score_gemma":0.0005983636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003420452,"about_ca_topic_score_gemma":0.00006497813,"domain_scores_codex":[0.9973902,0.0008285174,0.0002674587,0.0004697052,0.0007017974,0.0003423572],"domain_scores_gemma":[0.9971861,0.001209712,0.00002693097,0.0001826867,0.0005495331,0.000844984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1134494,0.001973269,0.01059945,0.005469303,0.0001634732,0.0161641,0.02785436,0.000003588794,0.7211461,0.02132135,0.01080357,0.07105201],"study_design_scores_gemma":[0.0126036,0.02098014,0.01280392,0.0007607788,0.0005064657,0.0003397761,0.04818101,0.00082196,0.1002041,0.01110874,0.7906322,0.001057245],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7128622,0.007592846,0.01171039,0.2620118,0.0001672592,0.003329288,0.00009012478,0.0001904407,0.002045603],"genre_scores_gemma":[0.9841415,0.00003097215,0.002991156,0.01216897,0.0003727868,0.0001779042,0.00008607998,0.00002007221,0.00001056817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7798287,"threshold_uncertainty_score":0.9964237,"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."}}