{"id":"W4388831608","doi":"10.3390/microorganisms11112806","title":"Efficacy, Safety, and Concerns on Microbiota Modulation, Antibiotics, Probiotics, and Fecal Microbial Transplant for Inflammatory Bowel Disease and Other Gastrointestinal Conditions: Results from an International Survey","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Dysbiosis; Irritable bowel syndrome; Medicine; Inflammatory bowel disease; Pouchitis; Ulcerative colitis; Microbiome; Gut flora; Probiotic; Fecal bacteriotherapy; Clostridium difficile; Antibiotics; Disease; Diarrhea; Intensive care medicine; Internal medicine; Immunology; Bioinformatics; Biology; Microbiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003786001,0.0002676413,0.000283049,0.0001792202,0.0002154955,0.0001279949,0.0001176831,0.0001071728,0.00003799605],"category_scores_gemma":[0.0003256882,0.0002587897,0.00004939062,0.0001098647,0.0003548155,0.00007828411,0.00008533247,0.000220129,0.00002052887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000766197,"about_ca_system_score_gemma":0.0001492664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971884,"about_ca_topic_score_gemma":0.0001846391,"domain_scores_codex":[0.9982549,0.00008799395,0.0004396104,0.0006712009,0.0001864891,0.0003597909],"domain_scores_gemma":[0.9987069,0.0003984259,0.00009195056,0.000276256,0.0001700426,0.000356447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008813642,0.0002906276,0.07006987,0.0001089455,0.0001217999,0.00007834588,0.0004421076,0.00003053738,0.9176862,0.0001181253,0.00197872,0.0002610619],"study_design_scores_gemma":[0.009091427,0.0006155336,0.8898765,0.0004473161,0.0001095748,0.0001104426,0.00009213714,0.001892829,0.09650934,0.00003548898,0.00090458,0.0003147579],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803083,0.00004414423,0.00009896069,0.001516539,0.0001315036,0.0009318418,0.01685379,0.0000944555,0.00002046171],"genre_scores_gemma":[0.9923128,0.0001639484,0.0004160857,0.0002410835,0.0003354684,0.000002048728,0.006215821,0.00006179792,0.0002508951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8211769,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306989977479535,"score_gpt":0.3091052475442499,"score_spread":0.2760353477694545,"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."}}