{"id":"W3033683066","doi":"10.1186/s13054-020-02993-5","title":"Biomarkers of sepsis: time for a reappraisal","year":2020,"lang":"en","type":"review","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":699,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Procalcitonin; Medicine; Sepsis; Biomarker; Intensive care medicine; Diagnostic biomarker; Internal medicine; Bioinformatics; Diagnostic accuracy","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":[0.04506493,0.002688031,0.008443438,0.009606471,0.001525524,0.009856239,0.005275756,0.009633224,0.006157963],"category_scores_gemma":[0.09859446,0.001311699,0.005082802,0.009183873,0.006716366,0.04099398,0.004326793,0.02116563,0.003393247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005066172,"about_ca_system_score_gemma":0.01328253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739812,"about_ca_topic_score_gemma":0.002565014,"domain_scores_codex":[0.9789903,0.00777287,0.005355404,0.001893065,0.005393139,0.0005951788],"domain_scores_gemma":[0.7871025,0.1549442,0.01263818,0.004320363,0.03817781,0.00281703],"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":[0.0008958408,0.0001440311,0.001386707,0.2014382,0.001928841,0.0006474382,0.001810238,0.0006538582,0.001529784,0.03361945,0.2840987,0.4718468],"study_design_scores_gemma":[0.0001065269,0.0002530642,0.002033318,0.1275236,0.001429438,0.001111998,0.002175169,0.0003007037,0.0002505681,0.03187734,0.832738,0.0002001818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001355162,0.9402915,0.0005262056,0.04867077,0.01003391,0.00001643533,0.00006756149,0.00002880686,0.0002293362],"genre_scores_gemma":[0.003117434,0.9439507,0.003092361,0.0329318,0.01613569,0.00009515881,0.0001768566,0.00003886628,0.0004612214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04506493,"threshold_uncertainty_score":0.2383289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878332716133546,"score_gpt":0.4819430444594349,"score_spread":0.2941097728460803,"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."}}