{"id":"W2155045604","doi":"10.1186/cc12794","title":"One size does not fit all in severe infection: obesity alters outcome, susceptibility, treatment, and inflammatory response","year":2013,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"London Health Sciences Centre; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Medicine; Overweight; Body mass index; Internal medicine; Septic shock; Sepsis; Obesity; Gastroenterology; Resistin; Leptin; Adipokine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001293818,0.0002054914,0.0003953275,0.00007007546,0.00006595309,0.00004880342,0.00003338574,0.0001373713,0.0006928008],"category_scores_gemma":[0.001196211,0.0001452671,0.0001135955,0.00007195564,0.0001678276,0.0001286913,0.00005300386,0.0001370102,0.00007711178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486699,"about_ca_system_score_gemma":0.00005524799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007554958,"about_ca_topic_score_gemma":0.000978826,"domain_scores_codex":[0.9986822,0.0001542997,0.0003051614,0.0003933012,0.0001647453,0.0003002856],"domain_scores_gemma":[0.9979451,0.001247309,0.00002077067,0.0003460874,0.0001492812,0.0002914433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002468364,0.0006487034,0.9953702,0.0002382148,0.00004476673,0.0000833773,0.0006557421,4.8561e-7,0.0006940807,0.0001302975,0.00007268501,0.001814601],"study_design_scores_gemma":[0.002357545,0.0008826529,0.9922318,0.00008650422,0.0001461129,0.0000183383,0.000659576,0.000004308836,0.00282394,0.0001825178,0.0004498627,0.0001567924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916989,0.000272321,5.087923e-7,0.006728249,0.0001142785,0.0006663264,0.00002863537,0.00006340782,0.000427355],"genre_scores_gemma":[0.9978164,0.00006831181,0.0001661011,0.001477072,0.00007583109,0.0001873734,0.00001217955,0.00001828702,0.0001784749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006117451,"threshold_uncertainty_score":0.7585683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156975350781451,"score_gpt":0.3841080465826641,"score_spread":0.268410511504519,"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."}}