{"id":"W2187561470","doi":"","title":"oF old doGs and new TriCks: The Epidemic of Hyper-virulent Clostridium difficile Infection","year":2011,"lang":"en","type":"article","venue":"","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Outbreak; Diarrhea; Virulence; Microbiology; Medicine; Clostridium difficile toxin A; Antibiotics; Virology; Biology; Internal medicine; Gene","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":[0.0008846304,0.0003573474,0.0002943877,0.0005504282,0.001859325,0.002521182,0.0005922658,0.001330129,0.003207154],"category_scores_gemma":[0.001341656,0.0001649273,0.0001925089,0.0007026725,0.001682792,0.001897005,0.00120923,0.001710571,0.0008147904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132459,"about_ca_system_score_gemma":0.002885755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07951068,"about_ca_topic_score_gemma":0.1306858,"domain_scores_codex":[0.9995217,0.00009559355,0.00001484594,0.0000682527,0.0001680171,0.000131565],"domain_scores_gemma":[0.9992023,0.00007011169,0.000132667,0.000042921,0.0002428308,0.000309112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007835534,0.0003590429,0.2898852,0.0006018668,0.0001279424,0.007788302,0.009071861,0.0003013559,0.01153337,0.008725724,0.2238882,0.4469335],"study_design_scores_gemma":[0.00003550742,0.0004233886,0.4125564,0.001215195,0.00007786109,0.01958601,0.01368128,0.0004673803,0.001453902,0.00506879,0.5453168,0.000117577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6550884,0.1399662,0.003740422,0.1442272,0.003908075,0.0001022276,0.001254168,0.0004401132,0.05127318],"genre_scores_gemma":[0.8666007,0.07335473,0.002221123,0.03870967,0.003855768,0.00002050125,0.0008294581,0.00007656056,0.01433158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07951068,"threshold_uncertainty_score":0.1580958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0838032854554798,"score_gpt":0.3013472738118206,"score_spread":0.2175439883563408,"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."}}