{"id":"W3087322996","doi":"10.1007/s12630-020-01816-z","title":"Early experience with critically ill patients with COVID-19 in Montreal","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Interquartile range; Medicine; Intensive care unit; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Fraction of inspired oxygen; Critically ill; Population; Retrospective cohort study; Intensive care; Internal medicine; Intensive care medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001199354,0.0004624003,0.0003402162,0.0006631985,0.004560991,0.001672541,0.0009579664,0.0008564094,0.006088847],"category_scores_gemma":[0.004305535,0.0002756521,0.0003066816,0.001054107,0.001225718,0.0006190243,0.001827324,0.001295022,0.0004498265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01531146,"about_ca_system_score_gemma":0.01301099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6243967,"about_ca_topic_score_gemma":0.8489757,"domain_scores_codex":[0.998862,0.0003012027,0.00003589903,0.00006351332,0.0001779297,0.0005595111],"domain_scores_gemma":[0.9958934,0.0003238754,0.0003241665,0.00005333439,0.0007730469,0.002632097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298925,0.001718006,0.8764116,0.0001563659,0.00008194161,0.02185385,0.02839064,0.0004853097,0.002486417,0.001353339,0.01043946,0.05532423],"study_design_scores_gemma":[0.0001047535,0.003357703,0.9321517,0.0001480116,0.00005361786,0.003345775,0.03338459,0.0002901629,0.0006210632,0.0002183045,0.0262415,0.00008282911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809818,0.001437931,0.0001909315,0.003504103,0.0001079547,0.0001434789,0.0003380346,0.00001601793,0.01327988],"genre_scores_gemma":[0.9883188,0.001550119,0.0003160916,0.001122284,0.0001174891,0.00003788979,0.0002843261,0.00001417989,0.008238851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756033,"threshold_uncertainty_score":0.7556305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360375533315375,"score_gpt":0.298199682580487,"score_spread":0.2745959272473332,"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."}}