{"id":"W3093126211","doi":"10.3390/antibiotics9100707","title":"Is Antimicrobial Dosing Adjustment Associated with Better Outcomes in Patients with Severe Obesity and Bloodstream Infections? An Exploratory Study","year":2020,"lang":"en","type":"article","venue":"Antibiotics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Dosing; Bacteremia; Antimicrobial; Sepsis; Logistic regression; Internal medicine; Intensive care unit; Obesity; Hemodialysis; Blood urea nitrogen; Intensive care medicine; Renal function; Antibiotics","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":[0.00004758642,0.0002011422,0.0003744155,0.00006266,0.00007544037,0.00003123853,0.00003111044,0.00005962433,0.00001085774],"category_scores_gemma":[0.00002184799,0.0001375309,0.00002711777,0.0002021778,0.00004056665,0.0001340455,0.0000346605,0.0001318593,0.000004427643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000069564,"about_ca_system_score_gemma":0.00003772087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005810487,"about_ca_topic_score_gemma":0.0004447498,"domain_scores_codex":[0.9990395,0.00005646973,0.0001805776,0.000326425,0.000209199,0.000187881],"domain_scores_gemma":[0.9994969,0.00003520032,0.00008153198,0.0001726331,0.0000820073,0.0001316896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007618668,0.01062366,0.9862948,0.00001987533,0.0004343043,0.00004864719,0.002106378,0.000005609024,0.00001298979,9.387757e-7,0.000119379,0.0002572294],"study_design_scores_gemma":[0.008804414,0.004562515,0.9842034,0.0001391148,0.0004995924,0.000001972548,0.0006665443,0.00001977164,0.0009317996,6.353943e-7,0.000005573341,0.0001646787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984016,0.0000149267,0.000002923224,0.000692312,0.00003356294,0.0007666989,0.00002767157,0.00004592428,0.00001430939],"genre_scores_gemma":[0.9969729,0.00001344967,0.0001730834,0.002726457,0.00002440213,0.000001150113,0.00005777754,0.00002554739,0.000005276883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008728228,"threshold_uncertainty_score":0.5608348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950353571269872,"score_gpt":0.2803773509753887,"score_spread":0.24087381526269,"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."}}