{"id":"W2978870989","doi":"10.14309/00000434-201210001-00543","title":"Early Administration of Intracolonic Vancomycin Enema May Improves Survival in Patients with Severe Clostridium difficile Colitis","year":2012,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Internal medicine; Vancomycin; Colitis; Enema; Gastroenterology; Mortality rate; Antibiotics; Microbiology; Staphylococcus aureus","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":[0.0002710373,0.0002210506,0.0003680254,0.0002435118,0.0001914748,0.0001848477,0.00009571336,0.0002068567,0.000657252],"category_scores_gemma":[0.001835661,0.00006283184,0.0002122258,0.0002079467,0.0001150353,0.0002101103,0.0001319958,0.0004087472,0.00009318058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027736,"about_ca_system_score_gemma":0.0001702897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003679328,"about_ca_topic_score_gemma":0.0008588225,"domain_scores_codex":[0.9998832,0.00004002746,0.00001686176,0.00001402392,0.00002326371,0.00002275189],"domain_scores_gemma":[0.9989175,0.0002929448,0.0004422967,0.00002613716,0.00007027973,0.0002509934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002223157,0.0005968693,0.9622233,0.00009041568,0.00007046612,0.0003954848,0.00007797263,0.0001707143,0.001853775,0.00001093878,0.0003843691,0.03190247],"study_design_scores_gemma":[0.00006420038,0.003944206,0.9934016,0.00004585311,0.0000771233,0.001056173,0.00008517108,0.0004297795,0.0004346014,0.00002734536,0.0004267958,0.000007195914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998242,0.001218369,0.0001032729,0.0001221845,0.00001827065,0.000005902973,0.00002959043,0.000007836145,0.0002523634],"genre_scores_gemma":[0.9991584,0.0003914243,0.0002056525,0.00005267926,0.00004138504,0.000003565631,0.00007474348,7.999732e-7,0.00007146235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000657252,"threshold_uncertainty_score":0.002198756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009243280971477044,"score_gpt":0.2609443199770311,"score_spread":0.2517010390055541,"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."}}