{"id":"W2527940597","doi":"10.1007/s11908-016-0544-7","title":"Understanding Long-Term Outcomes Following Sepsis: Implications and Challenges","year":2016,"lang":"en","type":"review","venue":"Current Infectious Disease Reports","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; Life expectancy; Disease; Incidence (geometry); Population; Organ dysfunction; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002190947,0.0006540968,0.001871616,0.0003646486,0.0002145638,0.00007887313,0.00005294441,0.0001922201,0.00006553159],"category_scores_gemma":[0.000307391,0.000426922,0.001433407,0.0001610746,0.00004463956,0.0001046042,0.0001097451,0.0002348626,0.00004146379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507283,"about_ca_system_score_gemma":0.0004563187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000207163,"about_ca_topic_score_gemma":0.000004551947,"domain_scores_codex":[0.9972772,0.00008659763,0.0008734925,0.0009456525,0.0003706272,0.0004464401],"domain_scores_gemma":[0.9971302,0.000388978,0.0007300102,0.0009514413,0.00006238896,0.0007370182],"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":[0.000001085257,0.0005565007,0.4558058,0.01316853,0.001514691,0.0006895211,0.00001034198,1.209478e-8,7.377563e-9,0.0001877987,0.0002474735,0.5278182],"study_design_scores_gemma":[0.0007536819,0.0000854401,0.1954102,0.06781449,0.01869418,0.0007647016,0.00000635897,5.906171e-8,8.605969e-8,0.0009323568,0.7147726,0.0007658608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004169564,0.9946848,0.00003776842,0.0005134109,0.001579596,0.001807129,0.00004144673,0.0002553989,0.0006635584],"genre_scores_gemma":[0.01151667,0.9867279,0.000002138187,0.0000281642,0.000201303,0.001181512,0.0001753572,0.00009576912,0.00007120676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7145252,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4642481674801295,"score_gpt":0.4576794535654285,"score_spread":0.006568713914701041,"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."}}