{"id":"W4312140075","doi":"10.1186/s40779-022-00430-y","title":"Expert consensus on the monitoring and treatment of sepsis-induced immunosuppression","year":2022,"lang":"en","type":"article","venue":"Military Medical Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute","funders":"Guangdong Provincial People's Hospital; Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Medicine; Immunosuppression; Consensus conference; Intensive care medicine; Sepsis; Immunology; 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":[0.1440035,0.0007280071,0.001592909,0.005649377,0.00223619,0.003489901,0.003018401,0.004903458,0.002601325],"category_scores_gemma":[0.1664242,0.0005606987,0.002122034,0.002747635,0.002242908,0.003338248,0.004242252,0.003828464,0.0009903064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003846669,"about_ca_system_score_gemma":0.02825906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402103,"about_ca_topic_score_gemma":0.002943679,"domain_scores_codex":[0.8302397,0.09816958,0.02842813,0.005256012,0.03420596,0.003700577],"domain_scores_gemma":[0.8211816,0.06602079,0.007562535,0.004842495,0.09362943,0.006763208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000539039,0.0003334719,0.01079722,0.02219773,0.0007351324,0.002441372,0.04721942,0.002760285,0.009589421,0.03130954,0.1741779,0.6978995],"study_design_scores_gemma":[0.0002679727,0.0007833228,0.01742364,0.05820825,0.001380344,0.003625333,0.05213258,0.006342708,0.006400598,0.07605265,0.7768211,0.0005615028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1037791,0.08968064,0.2572387,0.3992409,0.02900408,0.008011987,0.001929676,0.0006744174,0.1104405],"genre_scores_gemma":[0.6062757,0.05483155,0.2795519,0.03768337,0.004323458,0.003768723,0.001750076,0.0001630988,0.01165219],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1440035,"threshold_uncertainty_score":0.7615721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.324104244482297,"score_gpt":0.4788511117237132,"score_spread":0.1547468672414162,"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."}}