{"id":"W2799276572","doi":"10.1016/j.ijmm.2018.05.002","title":"Human microbiome restoration and safety","year":2018,"lang":"en","type":"review","venue":"International Journal of Medical Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Kangwon National University","keywords":"Microbiome; Biology; Gut microbiome; Fecal bacteriotherapy; Human microbiome; Human health; Probiotic; Disease; Human Microbiome Project; Gut flora; Intensive care medicine; Bioinformatics; Antibiotics; Immunology; Microbiology; Bacteria; Environmental health; Medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075566,0.0002678161,0.0008002023,0.0002636208,0.00006550234,0.00003327649,0.0009585925,0.001022388,0.0001896992],"category_scores_gemma":[0.0002387039,0.0002052804,0.0003144196,0.00005945974,0.0003781955,0.000005150279,0.0003489121,0.0005003745,0.00003028752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008968543,"about_ca_system_score_gemma":0.0007640732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001213581,"about_ca_topic_score_gemma":0.00003416412,"domain_scores_codex":[0.9978445,0.0003005998,0.001137758,0.0003119572,0.0001814882,0.0002237023],"domain_scores_gemma":[0.9982823,0.00003724406,0.0009341321,0.0001769568,0.0003833329,0.0001860188],"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":[0.0002112496,0.000339096,0.00002354602,0.002330426,0.002363193,0.0002696943,0.00008830139,1.335623e-7,0.1144253,0.0005051498,0.1984006,0.6810434],"study_design_scores_gemma":[0.0005853373,0.0003685319,0.00001002799,0.002463225,0.0001015145,0.00728738,0.000005819762,7.931629e-8,0.00009737853,0.00001625908,0.9888903,0.0001741261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001289555,0.9953522,0.0001699769,0.000677164,0.002154057,0.0001486726,0.000132444,0.000003890177,0.00007201171],"genre_scores_gemma":[0.0001717125,0.9951432,0.0002690917,0.0005354948,0.002940559,0.000002225764,0.0006461128,0.00002978803,0.0002617614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7904898,"threshold_uncertainty_score":0.8371092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689811807242164,"score_gpt":0.3846378625296442,"score_spread":0.3577397444572225,"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."}}