{"id":"W2015668451","doi":"10.1155/2015/510386","title":"The Epidemiology and Economic Burden of<i>Clostridium difficile</i>Infection in Korea","year":2015,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Clostridium difficile; Medicine; Epidemiology; Environmental health; Infection control; Antibiotics; Intensive care medicine; Internal medicine; Biology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004919261,0.0001240033,0.000291648,0.0006419715,0.0001033276,0.00003344156,0.0002556882,0.0001427804,0.00008013111],"category_scores_gemma":[0.003673073,0.00008833577,0.00007883413,0.000352488,0.0007481274,0.00006779651,0.00030232,0.0005483537,0.00009060325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007226524,"about_ca_system_score_gemma":0.0005909691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005062687,"about_ca_topic_score_gemma":0.0002692851,"domain_scores_codex":[0.9975045,0.0003955695,0.000541135,0.0003478464,0.0006543138,0.0005566342],"domain_scores_gemma":[0.9973957,0.001421042,0.00008644571,0.0003062097,0.0004700175,0.0003205617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01150982,0.001658236,0.4084734,0.000358929,0.001131963,0.0003439883,0.00185077,0.0005463649,0.1728098,0.04498293,0.2209573,0.1353765],"study_design_scores_gemma":[0.01343867,0.003174881,0.1146407,0.0004319946,0.00004864669,0.0006042222,0.002262935,0.03904501,0.1805162,0.00799183,0.6372322,0.0006127659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702353,0.0008918158,0.00001327948,0.01986596,0.0007320993,0.000420495,0.00003446239,0.00001779692,0.007788751],"genre_scores_gemma":[0.994467,0.002838792,0.00008175959,0.00002191904,0.0009082034,0.00006395639,0.00005223181,0.00001682934,0.00154927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4162749,"threshold_uncertainty_score":0.7653301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1392391499519754,"score_gpt":0.4247813594847904,"score_spread":0.285542209532815,"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."}}