{"id":"W4205092948","doi":"10.1213/ane.0000000000003933","title":"Handbook of Sepsis","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Intensive care medicine; Sepsis; Presentation (obstetrics); Section (typography); Casual; Engineering ethics; Immunology; Surgery; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401143,0.001693506,0.001856305,0.004114137,0.001005072,0.004919149,0.002161792,0.002319345,0.08328921],"category_scores_gemma":[0.007141007,0.0006648524,0.001125037,0.003000214,0.0009226279,0.003345688,0.002685401,0.004720692,0.0908125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167006,"about_ca_system_score_gemma":0.003295096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106733,"about_ca_topic_score_gemma":0.001822448,"domain_scores_codex":[0.9982401,0.0003154591,0.0002245958,0.0002398122,0.0008845599,0.00009554375],"domain_scores_gemma":[0.9968699,0.0009558757,0.0002236856,0.000206963,0.001319173,0.0004244111],"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":[0.00002364169,0.00002609973,0.00007607653,0.0008107743,0.000007176031,0.0001090844,0.0001307254,0.0001234331,0.0002097926,0.004249074,0.8285198,0.1657144],"study_design_scores_gemma":[0.000003084414,0.00001410202,0.00009403837,0.0004215872,0.000002435332,0.0003813865,0.00003204264,0.0000282008,0.0000321996,0.001428129,0.9975569,0.000005893041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000891315,0.5858058,0.01414415,0.0373733,0.123927,0.00043474,0.003698918,0.00208889,0.2316359],"genre_scores_gemma":[0.005332722,0.4533301,0.02179807,0.02607452,0.03917079,0.0005651505,0.006117344,0.001269278,0.446342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08328921,"threshold_uncertainty_score":0.2786301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05278396706373194,"score_gpt":0.3258361216756347,"score_spread":0.2730521546119027,"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."}}