{"id":"W2005896876","doi":"10.1097/ccm.0b013e3181a02afc","title":"Biomarkers of sepsis","year":2009,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Biomarker; Sepsis; Intensive care medicine; Clinical trial; Procalcitonin; Internal medicine","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":[0.002733333,0.001862087,0.002765637,0.00457175,0.000386332,0.001700106,0.001186869,0.001991978,0.004290184],"category_scores_gemma":[0.005884948,0.0003754472,0.001007422,0.003579107,0.001106204,0.001867541,0.001289132,0.002742912,0.003201894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087193,"about_ca_system_score_gemma":0.002083274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088831,"about_ca_topic_score_gemma":0.0009866101,"domain_scores_codex":[0.9977735,0.0007868637,0.0003727066,0.0002491985,0.0007224048,0.00009549463],"domain_scores_gemma":[0.9975318,0.001150913,0.0004512914,0.00009742974,0.000673708,0.00009491228],"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":[0.0001156347,0.00004957015,0.0009233628,0.02123362,0.000313626,0.0002823212,0.0001274248,0.0003809971,0.001434655,0.009583027,0.06142672,0.904129],"study_design_scores_gemma":[0.00004470205,0.0001213044,0.001962737,0.0124422,0.0002699965,0.002889118,0.0001162716,0.0001832379,0.001291315,0.008801794,0.9718345,0.00004273643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009049236,0.996498,0.0004116037,0.0009103873,0.0006541489,0.00001419123,0.00003434666,0.00001120436,0.001375634],"genre_scores_gemma":[0.002718537,0.9938602,0.001024452,0.0007577065,0.0005788991,0.00004622266,0.0001086656,0.000003300845,0.0009020313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00457175,"threshold_uncertainty_score":0.01445544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834259123091688,"score_gpt":0.4749672222980565,"score_spread":0.2915413099888877,"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."}}