{"id":"W2013685905","doi":"10.1053/jcrc.2002.33028","title":"Patient characteristics and costs of severe sepsis and septic shock in Quebec","year":2002,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Eli Lilly (Canada)","funders":"","keywords":"Medicine; Septic shock; Sepsis; Emergency medicine; Health care; Severe sepsis; Cost analysis; Total cost; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004076837,0.0000808999,0.0003207549,0.00008042334,0.00001493452,0.00001326855,0.00001703384,0.00005442601,0.0001307328],"category_scores_gemma":[0.0003308898,0.00006017851,0.00005321994,0.00004896261,0.00007566404,0.00005910876,0.00001714378,0.0001276694,0.000001202655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110421,"about_ca_system_score_gemma":0.00002012201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008820902,"about_ca_topic_score_gemma":0.00009785868,"domain_scores_codex":[0.9992607,0.0000301597,0.0003257393,0.00007737803,0.0001978213,0.0001082471],"domain_scores_gemma":[0.9992713,0.0002014853,0.00006088581,0.00006611237,0.0002393539,0.0001608451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541514,0.001142755,0.8816869,0.000940221,0.0000702367,0.001351704,0.005371294,0.000001053383,0.0002482425,0.0004824692,0.0007150263,0.1078359],"study_design_scores_gemma":[0.002586881,0.002495625,0.9856285,0.001131373,0.0004729802,0.0006977246,0.005621534,0.00008468735,0.0006248763,0.00005740135,0.0004652367,0.0001331214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924726,0.004784549,0.000001662191,0.002181843,0.00005906892,0.00007377812,0.00001497899,0.000001727296,0.0004097958],"genre_scores_gemma":[0.999096,0.0001957679,0.0002473379,0.000393467,0.00004252885,0.000001655082,0.00000145175,0.000007270773,0.0000145624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077028,"threshold_uncertainty_score":0.2454008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947538869878061,"score_gpt":0.3219129930964832,"score_spread":0.2824376043977027,"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."}}