{"id":"W2541851166","doi":"10.1186/s13054-016-1208-6","title":"36th International Symposium on Intensive Care and Emergency Medicine","year":2016,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":521,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Sunnybrook Health Science Centre; Université de Montréal; University of Manitoba; Université Laval; University of British Columbia; University of British Columbia Hospital; Health Sciences Centre; University Health Network; Ottawa Hospital; Université de Sherbrooke; University of Toronto; Western University; Hôpital du Sacré-Cœur de Montréal; Toronto General Hospital; Dalhousie University; Queen's University; St. Paul's Hospital; University of Calgary; Kingston General Hospital; Mount Sinai Hospital","funders":"Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico","keywords":"Sepsis; Medicine; Leukopenia; Internal medicine; Gastroenterology; Toxicity","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":[0.001051561,0.001211965,0.0007292368,0.001517936,0.0005361422,0.002087156,0.0009070461,0.001797506,0.07470573],"category_scores_gemma":[0.001315257,0.000219983,0.0007359487,0.0005994393,0.0005955935,0.001038409,0.002012519,0.002231683,0.04032503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009657394,"about_ca_system_score_gemma":0.001710749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007470979,"about_ca_topic_score_gemma":0.001117329,"domain_scores_codex":[0.9993771,0.000117039,0.00008572353,0.0001352034,0.0001907185,0.00009420205],"domain_scores_gemma":[0.9987372,0.0000944973,0.00007569003,0.00006558045,0.0005551691,0.000471834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002660686,0.0001152472,0.002036944,0.001408204,0.00006948318,0.001330023,0.0001742854,0.0003426523,0.003606829,0.004693103,0.4712263,0.5147308],"study_design_scores_gemma":[0.00001610618,0.0001031089,0.002252314,0.0008184273,0.00002980385,0.003201881,0.00008234823,0.0002118964,0.0004836044,0.0014488,0.9913372,0.00001443071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01023234,0.3750284,0.02077479,0.05560042,0.1859807,0.000430346,0.001803095,0.001556617,0.3485934],"genre_scores_gemma":[0.06452806,0.3209188,0.01342126,0.01467099,0.120116,0.0005406023,0.00327171,0.0004896327,0.462043],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07470573,"threshold_uncertainty_score":0.2499155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08158872688091107,"score_gpt":0.4021968040815436,"score_spread":0.3206080772006325,"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."}}