{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375352,0.0002234233,0.0004361697,0.0002460718,0.0001261149,0.00005158629,0.00009808758,0.0002178122,0.0002928579],"category_scores_gemma":[0.0007793364,0.0002400432,0.00007126944,0.0003848497,0.0002042652,0.0001819261,0.0001126358,0.0003473843,0.00001693345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006190009,"about_ca_system_score_gemma":0.0008121344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003088059,"about_ca_topic_score_gemma":0.0007357281,"domain_scores_codex":[0.9981691,0.0000929499,0.0003368552,0.0006145212,0.0003752045,0.0004113893],"domain_scores_gemma":[0.9985321,0.0001814664,0.00003828253,0.0003445577,0.0001606777,0.0007429701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004782419,0.001194109,0.6699564,0.01611805,0.0001804544,0.2306306,0.004635447,0.0000417805,0.05477544,0.007261402,0.001828508,0.008595293],"study_design_scores_gemma":[0.02187357,0.002908269,0.8528927,0.001853887,0.000721823,0.002579422,0.02731508,0.0007028025,0.01610458,0.001127722,0.07003002,0.001890154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867209,0.00604905,0.000552077,0.003976624,0.0007155858,0.0005959854,0.0001782238,0.00007534675,0.001136238],"genre_scores_gemma":[0.9949929,0.00005391407,0.0001112709,0.004258425,0.000107949,0.00011277,0.0002551146,0.00002742791,0.00008028602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2280512,"threshold_uncertainty_score":0.9788679,"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."}}