{"id":"W4291804748","doi":"10.21203/rs.3.rs-1932903/v1","title":"Relationship between PEEP levels, central venous pressure, systemic inflammation and AKI in critically ill ventilated COVID-19 patients. A monocenter retrospective study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Mechanical ventilation; Central venous pressure; Cardiology; Mean arterial pressure; Internal medicine; Systemic inflammation; Anesthesia; Blood pressure; Inflammation; Heart rate","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":[0.0006874687,0.0003219193,0.0005719844,0.001000184,0.0004737369,0.0006217859,0.0003169435,0.0004366423,0.001808881],"category_scores_gemma":[0.001320929,0.0003368807,0.0004627169,0.0008685035,0.0002918972,0.0004299718,0.0004797676,0.0003092994,0.0001853019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570142,"about_ca_system_score_gemma":0.0003617912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001729472,"about_ca_topic_score_gemma":0.001744702,"domain_scores_codex":[0.9993901,0.0001377347,0.00009334137,0.0001914308,0.00009530563,0.00009209358],"domain_scores_gemma":[0.9988031,0.0001981566,0.0005650906,0.0001234524,0.0001220014,0.0001880774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001491725,0.00002268199,0.9990791,0.00001282763,0.00003398468,0.000139702,0.00003052964,0.000009414356,0.0001280862,0.000007018523,0.00003044117,0.0003570248],"study_design_scores_gemma":[0.00001525253,0.0003335473,0.9981918,0.000009569091,0.00003182954,0.0008991276,0.0001530177,0.00009684349,0.00006387603,0.000009035225,0.0001921794,0.000003950805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992872,0.0002896163,0.00005811632,0.00001246609,0.000003903437,0.00001151221,0.0001976576,0.000001146957,0.0001384189],"genre_scores_gemma":[0.9995202,0.00008058274,0.00005708513,0.00002261447,0.00001557471,0.00001549702,0.0002369186,9.70613e-7,0.0000506252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808881,"threshold_uncertainty_score":0.006051302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587592929589182,"score_gpt":0.4883172651543782,"score_spread":0.32955797219546,"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."}}