{"id":"W4403612071","doi":"10.1186/s13054-024-05108-6","title":"High-cost users after sepsis: a population-based observational cohort study","year":2024,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Ottawa; Trillium Health Centre; University of British Columbia; University of Toronto; Western University; University Health Network; Ottawa Hospital; Institute for Work & Health; St. Paul's Hospital; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sepsis; Confidence interval; Propensity score matching; Cohort; Cohort study; Population; Emergency medicine; Observational study; Pediatrics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001644637,0.0005402355,0.0007493283,0.001155686,0.001676231,0.00153117,0.001305143,0.001005924,0.001642556],"category_scores_gemma":[0.003832515,0.0007194232,0.001094913,0.00352981,0.0006464355,0.001170959,0.001326104,0.001635283,0.0003846846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301171,"about_ca_system_score_gemma":0.003600364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.227523,"about_ca_topic_score_gemma":0.2771015,"domain_scores_codex":[0.998298,0.0003016994,0.0001964124,0.0004417045,0.0003752655,0.0003870346],"domain_scores_gemma":[0.9966409,0.0002745556,0.001374085,0.0003945168,0.0006223963,0.0006934697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008628206,0.00005841773,0.9987776,0.00001455639,0.0001425572,0.00006943724,0.0001439677,0.00001824082,0.00004709924,0.00002921718,0.0003194174,0.000293181],"study_design_scores_gemma":[0.00004904513,0.0001026554,0.9981914,0.00003033739,0.0001277879,0.0001926395,0.000574965,0.0002846512,0.00001414356,0.00004325886,0.0003742041,0.00001481193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967848,0.0002743714,0.0001289004,0.0001224195,0.00001415918,0.00006479974,0.002331836,0.000004026999,0.0002747637],"genre_scores_gemma":[0.9972028,0.0002120428,0.0001693168,0.0001619673,0.0000201551,0.00007180841,0.002023063,0.000004134208,0.0001347312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.227523,"threshold_uncertainty_score":0.4523973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029497311940711,"score_gpt":0.3990304924138635,"score_spread":0.2960807612197924,"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."}}