{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382661,0.0003536981,0.0009209109,0.0005425693,0.0006006291,0.001163997,0.0002447867,0.000741029,0.002972587],"category_scores_gemma":[0.006270128,0.0001513863,0.000898774,0.0007337183,0.0003173145,0.0007125462,0.0005365325,0.001697148,0.000324323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470353,"about_ca_system_score_gemma":0.0009965227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483959,"about_ca_topic_score_gemma":0.002520526,"domain_scores_codex":[0.9980983,0.0006711963,0.0002122676,0.0002191649,0.0004089653,0.0003901869],"domain_scores_gemma":[0.989433,0.002604223,0.006024753,0.0002830687,0.0004979739,0.001156922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001470409,0.0005334495,0.9493732,0.0002375624,0.0002665205,0.0005784647,0.0001363142,0.0001647879,0.001449049,0.000135361,0.0007232426,0.04493159],"study_design_scores_gemma":[0.00002978996,0.001572729,0.9935295,0.0003430587,0.0001778868,0.001312721,0.0002263652,0.0005401962,0.0005347846,0.0002175248,0.001493685,0.00002167555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848921,0.01060745,0.0007582795,0.000858823,0.0001154934,0.00004322968,0.0002124212,0.00002603797,0.00248616],"genre_scores_gemma":[0.9972989,0.00143325,0.0003808808,0.0003258141,0.0001042397,0.00001668285,0.0001482497,0.000009106694,0.0002828647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002972587,"threshold_uncertainty_score":0.00994426,"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."}}