{"id":"W2528084907","doi":"10.1186/s40635-016-0098-x","title":"ESICM LIVES 2016: part one","year":2016,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital; Ottawa Hospital; Toronto Western Hospital; University Health Network; University of Toronto; Dalhousie University; London Health Sciences Centre; Université de Sherbrooke; St. Michael's Hospital","funders":"Center for Sepsis Control and Care; Medical Research Council; Universitätsklinikum Jena; Center for Translational Molecular Medicine; Universitat Rovira i Virgili; Shiraz University; Shiraz University of Medical Sciences; European Society of Intensive Care Medicine; Dankook University; National Institute for Health and Care Research; Barts Health NHS Trust; GlaxoSmithKline; Intensive Care Foundation; Norges Teknisk-Naturvitenskapelige Universitet; Yale University","keywords":"Medicine; Critically ill; Acute respiratory failure; Intensive care medicine; Respiratory failure; Post-hoc analysis; Emergency medicine; Post hoc; Internal medicine; Mechanical ventilation","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":[0.005464813,0.001176699,0.0008593091,0.003553114,0.000544853,0.002299073,0.001176263,0.001061253,0.1945635],"category_scores_gemma":[0.009806315,0.0003496787,0.001114652,0.002318749,0.0003574026,0.001166062,0.003732117,0.001281206,0.06270199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009161408,"about_ca_system_score_gemma":0.004069536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129361,"about_ca_topic_score_gemma":0.001541664,"domain_scores_codex":[0.997992,0.0005665089,0.0002462764,0.0001848286,0.0007605616,0.0002497507],"domain_scores_gemma":[0.9939394,0.0008098837,0.0007945854,0.0006192273,0.001826971,0.002009928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008941579,0.0005653233,0.01499248,0.00200853,0.0001117438,0.0001704039,0.0000926014,0.0002124818,0.0005305085,0.002233302,0.6353033,0.3428852],"study_design_scores_gemma":[0.0003270482,0.0005366222,0.05433486,0.002901827,0.00008264399,0.000721467,0.0001048713,0.0003186861,0.0005778444,0.002324343,0.9377447,0.00002512086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03782319,0.08842279,0.009308918,0.04938402,0.03934891,0.01017055,0.2641991,0.003003163,0.4983395],"genre_scores_gemma":[0.09157189,0.07135304,0.01545927,0.01329129,0.01986285,0.01382851,0.3198874,0.001938479,0.4528073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1945635,"threshold_uncertainty_score":0.6508797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09682282434161725,"score_gpt":0.3706526969468709,"score_spread":0.2738298726052537,"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."}}