{"id":"W4280567781","doi":"10.1186/s13054-022-03983-5","title":"Early short course of neuromuscular blocking agents in patients with COVID-19 ARDS: a propensity score analysis","year":2022,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Institut universitaire de cardiologie et de pneumologie de Québec; Hamilton General Hospital; Foothills Medical Centre; South Health Campus; Princess Margaret Cancer Centre; University of Calgary; St. Boniface Hospital; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; London Health Sciences Centre; Royal Columbian Hospital; Université de Montréal; Montreal Heart Institute; University of British Columbia; Toronto General Hospital; Rockyview General Hospital; BC Children's Hospital; University of Toronto","funders":"Prince Charles Hospital Foundation; University of Queensland; Extracorporeal Life Support Organization; Università degli Studi di Milano; Bill and Melinda Gates Foundation; Wesley Medical Research; “la Caixa” Foundation","keywords":"Medicine; ARDS; Propensity score matching; Hazard ratio; Neuromuscular Blocking Agents; Cohort; Internal medicine; Proportional hazards model; Mechanical ventilation; Cohort study; Anesthesia; Confidence interval; 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":[0.002506093,0.0002814278,0.0004510618,0.0009925436,0.000355702,0.0006180356,0.000358274,0.0003552925,0.00159289],"category_scores_gemma":[0.004398219,0.0001859665,0.001191885,0.001248586,0.0002382905,0.0005016426,0.0004906518,0.0004415586,0.0002054946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311317,"about_ca_system_score_gemma":0.0003958889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119311,"about_ca_topic_score_gemma":0.001014654,"domain_scores_codex":[0.9987866,0.0003803722,0.0001742438,0.0003053498,0.000227472,0.0001261174],"domain_scores_gemma":[0.9970763,0.0007220474,0.001394798,0.0003240468,0.0001959942,0.0002868673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007783923,0.00003189584,0.9965842,0.00000824094,0.0002485618,0.00003567017,0.00002234193,0.000239871,0.0001693026,0.00006028037,0.0001057647,0.00171553],"study_design_scores_gemma":[0.000065991,0.0005554594,0.9936428,0.000006859416,0.0002198976,0.0002181527,0.00008628044,0.004442141,0.0001371552,0.0001769025,0.0004397106,0.000008777244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980698,0.0002289931,0.001105047,0.00004505819,0.00001435075,0.00002572894,0.0002625213,0.000004064331,0.0002443274],"genre_scores_gemma":[0.9992803,0.00004803184,0.0002138042,0.00001496127,0.00001178522,0.00001528722,0.0003424562,0.000002171864,0.00007125457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506093,"threshold_uncertainty_score":0.01325363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744860750633796,"score_gpt":0.3339891739357395,"score_spread":0.2595030988723598,"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."}}