{"id":"W2011051662","doi":"10.1097/mog.0000000000000018","title":"The changing epidemiology of Clostridium difficile infection","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Clostridium difficile; Medicine; Intensive care medicine; Incidence (geometry); Internal medicine; Antibiotics; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109639,0.0009752561,0.002348669,0.003704241,0.0002391666,0.001594073,0.0009854062,0.001219706,0.002721097],"category_scores_gemma":[0.003700317,0.0003521239,0.0008191464,0.00554264,0.0005456832,0.001765622,0.0007831156,0.001385454,0.001009357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206624,"about_ca_system_score_gemma":0.002871132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340928,"about_ca_topic_score_gemma":0.00377847,"domain_scores_codex":[0.9991888,0.0001742327,0.0001805477,0.0001042758,0.000296012,0.0000560841],"domain_scores_gemma":[0.9980532,0.0007623002,0.0005478581,0.00003034094,0.0005168425,0.00008940348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008186095,0.00002846535,0.001197299,0.1000943,0.0003728703,0.0003924663,0.0001520937,0.0003547457,0.0006796373,0.001679044,0.05836698,0.8366003],"study_design_scores_gemma":[0.00003309905,0.0001115178,0.01126651,0.08461902,0.0009559694,0.005619152,0.0004622574,0.0001586821,0.0003503628,0.001538566,0.8948243,0.00006056253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008761708,0.9989901,0.00003064403,0.0003953558,0.000242114,0.000002414868,0.00001431356,0.000003258565,0.0002342466],"genre_scores_gemma":[0.0004553777,0.9990553,0.00005848805,0.000185785,0.0001669015,0.000002194038,0.00001619448,9.583221e-7,0.00005878169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003704241,"threshold_uncertainty_score":0.009103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605452204863267,"score_gpt":0.4356583875099579,"score_spread":0.2751131670236312,"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."}}