{"id":"W43831812","doi":"10.1007/978-1-60327-365-7_2","title":"Clostridium difficile and the Disease It Causes","year":2010,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Metronidazole; Medicine; Pseudomembranous colitis; Antimicrobial; Clostridium difficile toxin A; Microbiology; Diarrhea; Antitoxin; Immunology; Clindamycin; Clostridium difficile toxin B; Vancomycin; Intensive care medicine; Antibiotics; Internal medicine; Biology; Toxin; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606982,0.0002151657,0.0004481723,0.0001837501,0.00009009532,0.00002622178,0.0002087339,0.0002059772,0.0002234248],"category_scores_gemma":[0.003149919,0.0001380721,0.0001428202,0.0003422075,0.0009415742,0.00001570163,0.0002430234,0.0009162267,0.00001585597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002874018,"about_ca_system_score_gemma":0.0001762467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621119,"about_ca_topic_score_gemma":0.00006580898,"domain_scores_codex":[0.9979963,0.0005565289,0.0003465406,0.0004681322,0.000161645,0.0004708803],"domain_scores_gemma":[0.9981504,0.0007963705,0.00005727033,0.0006602458,0.00008412213,0.0002516083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007327656,0.0001268961,0.003460695,0.00003730216,0.00004496544,0.000174409,0.00007465555,0.000001385907,0.974544,0.01198535,0.0001384248,0.00867917],"study_design_scores_gemma":[0.006730547,0.0002601707,0.004239999,0.00004216244,0.0001850628,0.0001870336,0.0001725608,0.0008134714,0.9443341,0.006182568,0.03649159,0.0003607266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676968,0.001572077,0.01250817,0.015365,0.0003350641,0.0007338079,0.00001766926,0.00004080159,0.001730602],"genre_scores_gemma":[0.8916653,0.000693071,0.1038557,0.002570891,0.0003088903,0.0002060291,0.00004287002,0.0000571276,0.0006000447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09134756,"threshold_uncertainty_score":0.5630417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270958747886915,"score_gpt":0.4126090257608697,"score_spread":0.3855131509721781,"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."}}