{"id":"W1674444455","doi":"10.1186/cc14130","title":"Biomarkers in sepsis: a systematic review","year":2015,"lang":"en","type":"review","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Sepsis; Intensive care medicine; 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":[0.002955863,0.001440578,0.005736528,0.008413344,0.0005255585,0.00178502,0.001469012,0.0014738,0.005186853],"category_scores_gemma":[0.0176394,0.0006731055,0.004901604,0.008791287,0.000578154,0.001628223,0.001061072,0.001128039,0.0004102773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804831,"about_ca_system_score_gemma":0.006646362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005796816,"about_ca_topic_score_gemma":0.01511047,"domain_scores_codex":[0.9973528,0.000872991,0.0009034435,0.0002001887,0.0005881707,0.00008229238],"domain_scores_gemma":[0.9895532,0.007486315,0.00172872,0.0001053713,0.0009787593,0.0001476186],"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":[0.0001534305,0.00002431374,0.0008573232,0.9140435,0.00516772,0.0001175151,0.0001186799,0.0001141415,0.0001150257,0.0003018102,0.00435065,0.07463586],"study_design_scores_gemma":[0.0002011223,0.0001819069,0.006024531,0.8941704,0.04937692,0.0007050325,0.0001747569,0.0001112804,0.0001532673,0.0005573906,0.04829675,0.00004654102],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001884949,0.9993099,0.00003826559,0.0001189242,0.0000494957,0.00004897082,0.0001176749,0.000002612802,0.0001257257],"genre_scores_gemma":[0.00220242,0.9972792,0.0001415774,0.0001629204,0.00003889526,0.00006435221,0.00006782308,0.000001116266,0.00004168783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008413344,"threshold_uncertainty_score":0.01735175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702565125346875,"score_gpt":0.5002070236284388,"score_spread":0.2299505110937513,"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."}}