{"id":"W2030737851","doi":"10.1097/ccm.0b013e31821201a5","title":"Procalcitonin for reduced antibiotic exposure in the critical care setting: A systematic review and an economic evaluation*","year":2011,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"Clinical Evaluation Research Unit; Queen's University; University of British Columbia; Kingston General Hospital; Royal Columbian Hospital","funders":"","keywords":"Procalcitonin; Medicine; Confidence interval; Randomized controlled trial; Intensive care unit; Intensive care medicine; Relative risk; Antibiotics; Emergency medicine; Internal medicine; Sepsis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001886275,0.0006571723,0.004278502,0.0002120907,0.0001371456,0.00004081212,0.0002870321,0.0003714495,0.0001556653],"category_scores_gemma":[0.01055957,0.0003503981,0.0003920219,0.0001879584,0.0004575172,0.00007602117,0.00004582332,0.000479054,0.00002078073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005306314,"about_ca_system_score_gemma":0.0006430604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000247133,"about_ca_topic_score_gemma":0.00001996596,"domain_scores_codex":[0.9954938,0.001068827,0.001531465,0.0009195852,0.0004724774,0.0005138422],"domain_scores_gemma":[0.9948121,0.002993608,0.0001688283,0.001011635,0.0006549674,0.0003588534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007467472,0.0001453193,0.00003877979,0.9550151,0.00009669951,0.00005530952,0.001639335,7.021118e-9,6.737932e-8,0.002227727,0.000476331,0.04029781],"study_design_scores_gemma":[0.00157886,0.003493713,0.00007141822,0.8950932,0.07239953,0.0007069905,0.009494212,0.000009949988,0.000001592683,0.0001281723,0.01655252,0.0004698325],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000366981,0.982627,0.000004537776,0.003214622,0.0003098857,0.013077,0.0001026846,0.0000374049,0.0005901735],"genre_scores_gemma":[0.02741671,0.9647704,0.0002128449,0.001874927,0.0006250398,0.0042268,0.0007737533,0.00009044485,0.000009125474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07230283,"threshold_uncertainty_score":0.9998948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2372786182922813,"score_gpt":0.5010804641611889,"score_spread":0.2638018458689075,"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."}}