{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001644064,0.0001277523,0.000423819,0.0001950483,0.0001049088,0.00001073942,0.000104964,0.00004228744,0.0003704495],"category_scores_gemma":[0.0002131762,0.0001058028,0.0001437079,0.0006287904,0.00008805807,0.00004722882,0.0001126214,0.00025424,0.000001071806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281847,"about_ca_system_score_gemma":0.0002767969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005264447,"about_ca_topic_score_gemma":0.00002741098,"domain_scores_codex":[0.9984363,0.0001016097,0.0002431515,0.0003288185,0.0006444142,0.0002457268],"domain_scores_gemma":[0.9990293,0.00003010477,0.00002675005,0.000349322,0.0002567238,0.0003078224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003082077,0.0002920977,0.9970186,0.0002130952,0.00009741608,0.0007105665,0.0007542641,0.00006667541,0.00006595629,0.00005672929,0.00002853563,0.000387895],"study_design_scores_gemma":[0.0012894,0.001362584,0.9938713,0.00002489111,0.001030657,0.000005673895,0.00133783,0.00005414836,0.0002793361,0.00001316318,0.0005973315,0.0001336673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988505,0.00007601082,0.0001827014,0.0001197127,0.00005963523,0.0004784819,0.00007378913,0.00002329199,0.0001358352],"genre_scores_gemma":[0.9985586,3.041191e-7,0.00005280264,0.001175617,0.00001523426,0.00003940699,0.0001277753,0.00001780289,0.00001241052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003147244,"threshold_uncertainty_score":0.4314514,"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."}}