{"id":"W4386317131","doi":"10.1002/9781119862611.ch7","title":"Microbiome‐Centric Management of Dysbiosis","year":2023,"lang":"en","type":"other","venue":"","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Dysbiosis; Microbiome; Antibiotics; Fecal bacteriotherapy; Psychological intervention; Biology; Immunology; Medicine; Microbiology; Bioinformatics; Clostridium difficile","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":[0.0007980665,0.0003387864,0.0003088847,0.0007244018,0.0003842375,0.001369359,0.0004331601,0.0007010177,0.01441915],"category_scores_gemma":[0.000937708,0.00007535125,0.0003249649,0.0003882339,0.0004465268,0.0007497972,0.001436662,0.0009686347,0.003158519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244804,"about_ca_system_score_gemma":0.001462037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008192686,"about_ca_topic_score_gemma":0.002457453,"domain_scores_codex":[0.9997122,0.0000780199,0.00001211869,0.00003269199,0.0001189342,0.00004598545],"domain_scores_gemma":[0.9995474,0.00008329513,0.00009710652,0.00003480168,0.0001061064,0.0001313207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005066152,0.000653425,0.005907768,0.002893891,0.0001393759,0.0005275543,0.0002141602,0.0004470588,0.02682102,0.03031286,0.0747493,0.8568269],"study_design_scores_gemma":[0.00008000164,0.0005710256,0.01023351,0.00164277,0.0000844793,0.001982515,0.000431952,0.0006664429,0.01135038,0.01762168,0.9553099,0.00002537381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07386733,0.3361418,0.04404352,0.07104971,0.006469241,0.0004743108,0.001799479,0.00171696,0.4644377],"genre_scores_gemma":[0.3685643,0.3741454,0.04847086,0.02101693,0.004362716,0.000474565,0.001730749,0.0005213924,0.1807132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01441915,"threshold_uncertainty_score":0.04823685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006385711220372924,"score_gpt":0.2216339617457121,"score_spread":0.2152482505253392,"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."}}