{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006851472,0.000213369,0.0004066708,0.0008900499,0.000360627,0.001011296,0.000258029,0.0006671618,0.00110295],"category_scores_gemma":[0.02280693,0.0001827292,0.0008636066,0.001686106,0.0006009123,0.001235394,0.0009482847,0.0007673604,0.0002556418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034338,"about_ca_system_score_gemma":0.0009838289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484399,"about_ca_topic_score_gemma":0.002511862,"domain_scores_codex":[0.9946502,0.002154625,0.001140676,0.000401008,0.001288989,0.0003644981],"domain_scores_gemma":[0.967155,0.01269716,0.01504228,0.0005631809,0.002970211,0.001572196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003214302,0.0001729634,0.9466829,0.0007835595,0.0002925941,0.0001165239,0.004570933,0.0001020635,0.0002684936,0.0001038744,0.001645041,0.04493971],"study_design_scores_gemma":[0.00001499515,0.0003442327,0.9887525,0.0004480722,0.0001455227,0.0003479011,0.005250731,0.00009286431,0.0001284231,0.0000467616,0.004406461,0.00002161269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980554,0.01237904,0.0003702474,0.002500372,0.00004134122,0.00005930396,0.001133126,0.000009741899,0.002952837],"genre_scores_gemma":[0.989938,0.007326368,0.0004253994,0.00139523,0.00005942332,0.0000618846,0.0005680884,0.000007487933,0.0002179435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006851472,"threshold_uncertainty_score":0.0362345,"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."}}