{"id":"W4391552599","doi":"10.1007/978-3-031-41542-5_11","title":"Sepsis","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sepsis; Medicine; 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":[0.0003439786,0.0008921939,0.000463899,0.0006141985,0.0006699954,0.00183452,0.0004903179,0.0009936085,0.08671477],"category_scores_gemma":[0.0007164502,0.0002202138,0.0003929735,0.0004226358,0.0005087128,0.0009048071,0.001450105,0.002117874,0.05389988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000626659,"about_ca_system_score_gemma":0.001018167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026581,"about_ca_topic_score_gemma":0.002352148,"domain_scores_codex":[0.9997692,0.00005898789,0.00001106044,0.00002775252,0.0001055739,0.00002748541],"domain_scores_gemma":[0.9998634,0.00003088559,0.000009510341,0.00001611205,0.00005082261,0.00002929079],"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":[0.00004425506,0.00007486071,0.0001257615,0.000331461,0.000008012428,0.0002643183,0.0001367895,0.0001806622,0.001199429,0.03557134,0.6614758,0.3005874],"study_design_scores_gemma":[0.000004344106,0.00002753518,0.0001610781,0.0001845979,0.000003291206,0.000496504,0.00003218845,0.00006074218,0.0002211738,0.005074202,0.9937309,0.000003510554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007590197,0.03236124,0.004809543,0.006739877,0.006712029,0.000126284,0.0003270051,0.0002938036,0.9478713],"genre_scores_gemma":[0.004065268,0.0203939,0.001907743,0.00477042,0.001424745,0.00008198767,0.000277761,0.00006286003,0.9670153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08671477,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768340054786815,"score_gpt":0.3503332989393005,"score_spread":0.173499293460619,"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."}}