{"id":"W2044760280","doi":"10.4103/0300-1652.149165","title":"Efficacy of measuring procalcitonin levels in determination of prognosis and early diagnosis of bacterial resistance in sepsis","year":2015,"lang":"en","type":"article","venue":"Nigerian Medical Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Procalcitonin; Sepsis; Medicine; Internal medicine; Intensive care 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":[0.003829404,0.0005019198,0.0005260878,0.0009581238,0.0001605423,0.0005905514,0.0002893042,0.0004999847,0.0005170905],"category_scores_gemma":[0.009427263,0.0002020109,0.0004116544,0.0004555707,0.0002797183,0.0004644182,0.0002844116,0.0006461294,0.000172996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335283,"about_ca_system_score_gemma":0.0002345297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000201419,"about_ca_topic_score_gemma":0.0003226373,"domain_scores_codex":[0.9983366,0.0008591285,0.0001982553,0.0001961284,0.0003331671,0.00007673513],"domain_scores_gemma":[0.9907117,0.005058639,0.002299555,0.0003089937,0.001071839,0.0005491341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007640971,0.0001901018,0.9885622,0.00005094567,0.00008349062,0.00006656034,0.00006259292,0.0001593738,0.0006923864,0.00001151758,0.00008752722,0.009269114],"study_design_scores_gemma":[0.00007743615,0.003478234,0.9893636,0.00009285712,0.0002548322,0.001206365,0.0002194754,0.002519152,0.002039935,0.00008269026,0.0006435851,0.00002187825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950223,0.002974949,0.0005491645,0.0001915599,0.00004987298,0.00003583645,0.0001272606,0.0000169828,0.001032109],"genre_scores_gemma":[0.9985235,0.0004210771,0.0007696695,0.00004270556,0.00004139607,0.0000145999,0.0001000548,0.000001641281,0.00008523116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003829404,"threshold_uncertainty_score":0.02025205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009598073481892,"score_gpt":0.3425775897040219,"score_spread":0.2416177823558326,"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."}}