{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867391,0.0003332924,0.0009916504,0.000321942,0.0005317451,0.000868823,0.0003224961,0.0004638395,0.00177809],"category_scores_gemma":[0.003676608,0.000156335,0.0007380458,0.0005196359,0.0006800956,0.000508243,0.0005327346,0.0007638249,0.0001696807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415298,"about_ca_system_score_gemma":0.0004434754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002712495,"about_ca_topic_score_gemma":0.0004358364,"domain_scores_codex":[0.9992608,0.0003439864,0.00008253627,0.0001328077,0.0001057575,0.00007396896],"domain_scores_gemma":[0.9963846,0.0009268764,0.00154124,0.000289097,0.0001405615,0.0007176045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01427825,0.000566871,0.9633073,0.0001880338,0.001169955,0.0003478036,0.00008566008,0.0001712363,0.003000442,0.0001558026,0.0005635213,0.01616518],"study_design_scores_gemma":[0.0008494139,0.007048116,0.986899,0.0001209349,0.0007883833,0.001355875,0.0002678413,0.0005666005,0.0004770945,0.0008223605,0.00078177,0.00002249917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966776,0.001669799,0.0002138086,0.0006630343,0.00007208964,0.00001977329,0.0001667612,0.000004783613,0.0005122684],"genre_scores_gemma":[0.998774,0.0003170303,0.0001910883,0.0002773028,0.0001014465,0.000016375,0.0002176527,0.000003768477,0.0001013086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001867391,"threshold_uncertainty_score":0.009875774,"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."}}