{"id":"W2014093593","doi":"10.1007/s11908-006-0045-1","title":"Biomarkers of sepsis","year":2006,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Sepsis; Medicine; Biomarker; Intensive care medicine; Adjuvant; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018694,0.0001561039,0.0002787753,0.0001446918,0.00004346138,0.00001119635,0.00001700334,0.00003772025,0.0002678937],"category_scores_gemma":[0.0001199482,0.0001295575,0.00030799,0.0002226613,0.00003853524,0.00004093128,0.00002140044,0.00005946116,0.00002192627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971604,"about_ca_system_score_gemma":0.0001491716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628174,"about_ca_topic_score_gemma":0.000007228466,"domain_scores_codex":[0.9987243,0.00002065323,0.000433161,0.0002883188,0.0003292123,0.00020431],"domain_scores_gemma":[0.9988949,0.00004679229,0.0002786067,0.0004035464,0.0001447556,0.0002314407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002726202,0.002418089,0.9705094,0.0001921109,0.0001925203,0.0005612096,0.000004974722,0.00001339436,0.00007783329,0.00007490114,0.01995512,0.005973249],"study_design_scores_gemma":[0.0006875151,0.00008735196,0.9632701,0.0002280636,0.0008059661,0.000141232,0.000003266444,0.00001394975,0.001567389,0.0008551173,0.0322052,0.0001348917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984248,0.00684214,0.00001971349,0.000191373,0.0008345324,0.000418604,0.00001267724,0.0001177887,0.007315209],"genre_scores_gemma":[0.9992132,0.0002649102,0.00001609583,0.0000393646,0.0001475161,0.00008733902,0.00009887613,0.00001851051,0.0001142582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496517,"threshold_uncertainty_score":0.5283201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369967253060825,"score_gpt":0.3317335605209204,"score_spread":0.2947368352148379,"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."}}