{"id":"W3180282030","doi":"10.1186/s13054-021-03665-8","title":"Longitudinal changes in compliance, oxygenation and ventilatory ratio in COVID-19 versus non-COVID-19 pulmonary acute respiratory distress syndrome","year":2021,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"","keywords":"ARDS; Medicine; Coronavirus disease 2019 (COVID-19); Oxygenation; Pulmonary compliance; Oxygenation index; Respiratory system; Internal medicine; Cardiology; Anesthesia; Lung","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":[0.0007793627,0.0001976002,0.0004583404,0.0005133303,0.000271346,0.0004233753,0.000210258,0.000324719,0.001582299],"category_scores_gemma":[0.001824595,0.0001375721,0.0003532129,0.0005063216,0.000256752,0.0003797097,0.0005011521,0.0004006695,0.0002142831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212174,"about_ca_system_score_gemma":0.0002140755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000680012,"about_ca_topic_score_gemma":0.0004593215,"domain_scores_codex":[0.9995095,0.0001194724,0.00006929819,0.0001377075,0.00006493184,0.00009902189],"domain_scores_gemma":[0.9978777,0.0003454573,0.0009373294,0.0001827039,0.0001777854,0.0004788981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006058352,0.00007517658,0.9977724,0.000005784608,0.00004790985,0.00005046029,0.00002659126,0.00002614856,0.00062452,0.00001175725,0.00002490188,0.0007284908],"study_design_scores_gemma":[0.00001796113,0.0005607954,0.9989041,0.000001696966,0.00001327258,0.0001458121,0.00006649256,0.0001190558,0.000106402,0.00001344466,0.00004878717,0.000002197137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997776,0.00004690145,0.00003893558,0.000005181173,0.000001866233,0.000003610115,0.00006992016,5.62215e-7,0.00005547781],"genre_scores_gemma":[0.9996573,0.00001229383,0.0000261453,0.000008323523,0.000004911933,0.000004805598,0.000248575,4.239779e-7,0.00003731515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001582299,"threshold_uncertainty_score":0.00529331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041386953746934,"score_gpt":0.39214942797128,"score_spread":0.2880107325965865,"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."}}