{"id":"W4396762782","doi":"10.1093/ecco-jcc/jjae062","title":"Faecal Transplantation for Ulcerative Colitis From Diet Conditioned Donors Followed by Dietary Intervention Results in Favourable Gut Microbial Profile Compared to Faecal Transplantation Alone","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Pinkerton Foundation","keywords":"Medicine; Ulcerative colitis; Transplantation; Fecal bacteriotherapy; Feces; Gastroenterology; Inflammatory bowel disease; Gut microflora; Gut flora; Internal medicine; Colitis; Immunology; Antibiotics; Microbiology; Bacteria; Disease; Clostridium difficile; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005510566,0.0002580849,0.0007792469,0.0001957503,0.0001801059,0.0004392796,0.0001450805,0.0002985254,0.001958332],"category_scores_gemma":[0.0005539886,0.0000831968,0.0003244389,0.0001912476,0.0002734919,0.0002136201,0.0002897553,0.0004346363,0.0001966454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624892,"about_ca_system_score_gemma":0.0002322247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213464,"about_ca_topic_score_gemma":0.0002854091,"domain_scores_codex":[0.9998249,0.0000492807,0.00001724949,0.00004098599,0.00003353334,0.00003402835],"domain_scores_gemma":[0.9995523,0.00007633043,0.0001250482,0.00003624822,0.00002595494,0.0001841474],"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":[0.2237928,0.01541568,0.1283614,0.002444605,0.001007737,0.0008385294,0.0003527098,0.0006098005,0.368363,0.0001780911,0.0007251772,0.2579105],"study_design_scores_gemma":[0.004818652,0.3454885,0.5924355,0.0003531066,0.001123695,0.003256987,0.0004570753,0.001163093,0.04748364,0.0002063796,0.003166818,0.00004652909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989041,0.0007930453,0.00008996838,0.00002689262,0.0000202186,0.00001283104,0.00001783801,0.000005166496,0.0001298687],"genre_scores_gemma":[0.9991153,0.0002976328,0.0002300716,0.00004325209,0.00001872147,0.00001605024,0.00008243993,0.000001708954,0.0001948104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001958332,"threshold_uncertainty_score":0.006551325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158741054013178,"score_gpt":0.281245265141215,"score_spread":0.2696578546010832,"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."}}