{"id":"W3083239152","doi":"10.1016/j.jhin.2020.09.003","title":"Differences in outcomes for hospitalizations of systemic and non-systemic infections associated with vascular and cardiac grafts and devices: a population-based study","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Confidence interval; Comorbidity; Odds ratio; Internal medicine; Diabetes mellitus; Population; Heart failure; Logistic regression; Cohort; Cohort study; Emergency medicine; Intensive care medicine","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":[0.0002677778,0.0001429651,0.00058891,0.0002456179,0.0001209828,0.00003409914,0.00001676355,0.00007809969,0.000001491411],"category_scores_gemma":[0.0003501098,0.0001079086,0.0001192622,0.0003108654,0.00003811839,0.0001970604,0.00001083271,0.0001344023,8.79889e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007074857,"about_ca_system_score_gemma":0.00007562097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003465112,"about_ca_topic_score_gemma":0.000163244,"domain_scores_codex":[0.9989765,0.0000809874,0.0004966788,0.0001511974,0.0001879582,0.0001067155],"domain_scores_gemma":[0.9989384,0.0001566286,0.0004156792,0.00006381491,0.0003236385,0.0001017752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002004517,0.0004090038,0.9975176,0.000233317,0.000553331,0.000003223496,0.0009947955,0.0001160208,0.00006099168,0.00002389584,0.000003331536,0.00006445508],"study_design_scores_gemma":[0.00303655,0.005318398,0.9880826,0.0005879902,0.0009061089,0.00002014135,0.0009059584,0.001001909,0.000009011502,0.00001833938,9.942474e-7,0.0001119411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936721,0.0003129798,0.004632496,0.0001294938,0.0001227074,0.001097912,0.00001089394,0.00001655545,0.000004893442],"genre_scores_gemma":[0.9997272,0.00008348956,0.00004610775,0.00002243465,0.0000428464,0.00004752366,0.00001321109,0.00001534203,0.000001791895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009434931,"threshold_uncertainty_score":0.4400385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110509269444676,"score_gpt":0.249324834017869,"score_spread":0.2382197413234222,"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."}}