{"id":"W2636187770","doi":"10.1373/clinchem.2017.272294","title":"The Role of Procalcitonin in Diagnosis of Sepsis and Antibiotic Stewardship: Opportunities and Challenges","year":2017,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; St Joseph's Health Centre; University of Toronto; University Health Network; Mount Sinai Hospital; St. Michael's Hospital","funders":"","keywords":"Procalcitonin; Sepsis; Intensive care medicine; Medicine; Septic shock; Antibiotics; Organ dysfunction; Systemic inflammatory response syndrome; Surviving Sepsis Campaign; Immunology; Internal medicine; Severe sepsis; Biology; Microbiology","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":[0.03940327,0.001555325,0.00266708,0.003749414,0.002902395,0.007996232,0.003335651,0.01580375,0.003571269],"category_scores_gemma":[0.1075276,0.001059758,0.00166572,0.001731797,0.01455115,0.02190494,0.007163867,0.04398054,0.002692527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006053708,"about_ca_system_score_gemma":0.01125187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006378836,"about_ca_topic_score_gemma":0.006822378,"domain_scores_codex":[0.9712459,0.01359306,0.003879097,0.002732008,0.00710015,0.001449683],"domain_scores_gemma":[0.8438999,0.09533017,0.006159582,0.003823044,0.03576868,0.01501857],"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":[0.0001806785,0.0001460697,0.002907603,0.002695719,0.0001094753,0.001461249,0.002590219,0.0003590431,0.0005963605,0.01623696,0.6443877,0.3283289],"study_design_scores_gemma":[0.0001081726,0.0002651947,0.003720272,0.01315232,0.0001175348,0.006630463,0.005641351,0.001171559,0.0006029047,0.08245196,0.8856775,0.0004608285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0003643207,0.1406448,0.001212344,0.8355399,0.02146909,0.00001199722,0.00001881165,0.0000520686,0.000686522],"genre_scores_gemma":[0.01762202,0.3716728,0.009835833,0.4738662,0.1246057,0.00009358099,0.00006525509,0.0001765041,0.002062189],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03940327,"threshold_uncertainty_score":0.2083869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2481409771378477,"score_gpt":0.4077072728537153,"score_spread":0.1595662957158675,"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."}}