{"id":"W2962863333","doi":"10.1017/ice.2019.178","title":"Attributable costs and length of stay of hospital-acquired <i>Clostridioides difficile</i>: A population-based matched cohort study in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Propensity score matching; Confidence interval; Clostridioides; Retrospective cohort study; Population; Cohort study; Cohort; Emergency medicine; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324046,0.0005985852,0.0005090956,0.00152778,0.001701608,0.00140066,0.001266481,0.0005360444,0.001261028],"category_scores_gemma":[0.001377779,0.0004853954,0.0007386745,0.003820066,0.0006796175,0.0003943955,0.0006457542,0.0007003263,0.000181657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0152365,"about_ca_system_score_gemma":0.01234548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9657922,"about_ca_topic_score_gemma":0.9716233,"domain_scores_codex":[0.9988943,0.00008293325,0.00005464496,0.0002010095,0.0004287433,0.0003384114],"domain_scores_gemma":[0.9987936,0.00005476722,0.0003982043,0.00006766338,0.0003622857,0.0003234477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008349241,0.00003015031,0.9983239,0.000008567105,0.00008561734,0.00008034526,0.00007617761,0.00008914707,0.00007408292,0.0000380273,0.0003693874,0.0007411956],"study_design_scores_gemma":[0.00001923827,0.00003431209,0.9988701,0.00001205558,0.00004603132,0.00008190404,0.0002490049,0.0003620689,0.00002387907,0.00001784632,0.0002765348,0.000007055941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996078,0.0003515257,0.0001184504,0.0001032888,0.00001001043,0.00004308891,0.002560421,0.000008031959,0.0007273349],"genre_scores_gemma":[0.9975892,0.0002491665,0.0001162992,0.00006114053,0.000008792578,0.00001215013,0.001603232,0.00000275843,0.0003572715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03420782,"threshold_uncertainty_score":0.110549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081928918917883,"score_gpt":0.272991129279832,"score_spread":0.2621718400906532,"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."}}