{"id":"W4391035140","doi":"10.1097/ccm.0000000000006135","title":"Surviving Sepsis Campaign Research Priorities 2023","year":2024,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sepsis; Medicine; Septic shock; Intensive care medicine; Surviving Sepsis Campaign; Intensive care; Precision medicine; Resuscitation; Identification (biology); Emergency medicine; Severe sepsis; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008874806,0.0002103098,0.0004750006,0.000381061,0.0001880978,0.00006618123,0.0001015381,0.0001370608,0.003017493],"category_scores_gemma":[0.003391106,0.0001442155,0.0001290822,0.0007014382,0.0007485907,0.00007892158,0.00007797467,0.0005853853,0.0004695774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430875,"about_ca_system_score_gemma":0.0002388497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004280705,"about_ca_topic_score_gemma":0.00005956528,"domain_scores_codex":[0.9972398,0.0001725374,0.0003317044,0.0005360318,0.001103629,0.0006163521],"domain_scores_gemma":[0.9950573,0.003413112,0.00000699656,0.0004235604,0.0006571914,0.0004418037],"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":[0.0002405219,0.0007707218,0.1427084,0.01545794,0.0007144031,0.01634135,0.02459507,0.00000116038,0.002782838,0.1469791,0.4984733,0.1509352],"study_design_scores_gemma":[0.005049729,0.0115386,0.1478022,0.02656066,0.00288186,0.0009594496,0.1769178,0.0005429179,0.007214354,0.0115829,0.6077335,0.00121609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4018112,0.2754973,0.0003062906,0.1530426,0.004841896,0.001388439,0.00008371661,0.0008191026,0.1622095],"genre_scores_gemma":[0.9945329,0.0005722762,0.0002002624,0.0009166102,0.001798378,0.0001259603,0.00005655154,0.00004919232,0.00174786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5927218,"threshold_uncertainty_score":0.9978939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2687861925141153,"score_gpt":0.5077744730175193,"score_spread":0.238988280503404,"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."}}