{"id":"W2741833736","doi":"10.1093/cid/cix684","title":"Early Antibiotic Use After Fecal Microbiota Transplantation Increases Risk of Treatment Failure","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Fecal bacteriotherapy; Medicine; Antibiotics; Feces; Transplantation; Intensive care medicine; Clostridium difficile; Internal medicine; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001624468,0.000264429,0.0006663345,0.0001207389,0.0002783401,0.0001511782,0.0001462402,0.0002164251,0.0001585568],"category_scores_gemma":[0.001551802,0.0002065579,0.0006632534,0.0000908919,0.000636299,0.0001982203,0.00006324956,0.0002698258,0.00008680265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259425,"about_ca_system_score_gemma":0.0002468601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574461,"about_ca_topic_score_gemma":0.0005157966,"domain_scores_codex":[0.9981004,0.0002098269,0.0006255887,0.0004845355,0.0002331327,0.0003464879],"domain_scores_gemma":[0.9973536,0.0007001337,0.0003130783,0.0009461271,0.0002184807,0.0004685959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012118,0.002794496,0.9874781,0.0001662994,0.0004360114,0.0002279512,0.00002891831,0.000003083916,0.00201462,0.000006896159,0.0003556674,0.00527612],"study_design_scores_gemma":[0.004516495,0.00285939,0.9848161,0.0002413267,0.001666628,0.00002771738,0.0000134885,0.00003013133,0.00510926,0.00001606134,0.0005101348,0.0001932733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976264,0.0002451763,0.00001301654,0.0002007726,0.0001646701,0.0005900463,0.0009423713,0.00007980145,0.0001376984],"genre_scores_gemma":[0.9956789,0.003484226,0.00002114848,0.00007703208,0.0003847381,0.00002184665,0.0001063235,0.00003490314,0.0001908734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005082846,"threshold_uncertainty_score":0.8423186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381706832846186,"score_gpt":0.3563679394047335,"score_spread":0.3181972561201149,"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."}}