{"id":"W2409313926","doi":"10.1016/s1441-2772(23)02099-9","title":"Sepsis research: where have we gone wrong?","year":2006,"lang":"en","type":"article","venue":"Critical Care and Resuscitation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Impossibility; Medicine; Sepsis; Intensive care medicine; Economic shortage; Psychological intervention; Clinical trial; Disease; Host response; Immunology; Nursing; Pathology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0001426601,0.00008956996,0.0001456814,0.0001090381,0.000182802,0.00005747617,0.00002442519,0.00009519745,0.00007801457],"category_scores_gemma":[0.0002666986,0.00006913107,0.00005508014,0.0001272338,0.0002124109,0.00006710434,0.00002087423,0.0001423373,0.00004318833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008641692,"about_ca_system_score_gemma":0.00003697159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001995483,"about_ca_topic_score_gemma":0.0001926581,"domain_scores_codex":[0.9989359,0.00007560352,0.0001524085,0.0002522486,0.0003389104,0.0002449519],"domain_scores_gemma":[0.9987938,0.0004966602,0.000009808022,0.0001454541,0.0004271976,0.0001271276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007044823,0.002521798,0.3652498,0.005057439,0.0001959321,0.001247306,0.008981118,0.00001250259,0.007165208,0.1624313,0.2552653,0.1911678],"study_design_scores_gemma":[0.005417734,0.00352682,0.7821938,0.001632081,0.0006085206,0.0000575962,0.04416455,0.0002421211,0.008853544,0.03631533,0.1164559,0.0005320078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391808,0.03790274,0.00009264105,0.06346881,0.0002707351,0.0005974534,0.00003766323,0.00009095222,0.05835823],"genre_scores_gemma":[0.9977491,0.0005482086,0.0007173682,0.0002123387,0.0002654556,0.00005121267,0.00006754808,0.00001353841,0.0003752504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416944,"threshold_uncertainty_score":0.2819083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740971221137925,"score_gpt":0.4449405470417356,"score_spread":0.2708434249279431,"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."}}