{"id":"W3092367463","doi":"10.1089/sur.2020.297","title":"Sepsis Definitions in Burns","year":2020,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto; Health Sciences Centre","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; Critically ill; Population; Surgery","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":[0.00005146353,0.00007452032,0.0001625962,0.0001035724,0.00006143747,0.00001428529,0.00002824719,0.00004950174,0.002245988],"category_scores_gemma":[0.00008335295,0.00006541412,0.0001174944,0.0005906696,0.00004918901,0.00006207911,0.00003270029,0.0002037429,0.0005343244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000259146,"about_ca_system_score_gemma":0.00001833726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003127865,"about_ca_topic_score_gemma":0.00002133076,"domain_scores_codex":[0.9994268,0.00002344559,0.0001659832,0.0001407662,0.00009206272,0.0001509642],"domain_scores_gemma":[0.9996482,0.0000811227,0.00001665319,0.00009388017,0.00002258909,0.0001375523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000102199,0.0008641086,0.8140936,0.000104708,0.0001382897,0.0005672453,0.0003916599,0.0001475998,0.0001080405,0.1589597,0.02203279,0.002490098],"study_design_scores_gemma":[0.00289189,0.0004144608,0.1436844,0.00004871776,0.0001160958,0.0000634561,0.0001767544,0.0007843966,0.00009240305,0.00208644,0.849409,0.0002319612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5658194,0.00009792855,0.0005229964,0.04533957,0.0002302584,0.0003406386,0.00001199501,0.0003423185,0.3872949],"genre_scores_gemma":[0.9970655,0.0001283817,0.0001113719,0.001770231,0.0001565072,0.00002724409,0.00002393171,0.000009049766,0.0007078273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8273762,"threshold_uncertainty_score":0.9986661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541383111694205,"score_gpt":0.3161992665284285,"score_spread":0.2407854354114864,"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."}}