{"id":"W2300404888","doi":"10.1159/000443014","title":"Practical Considerations and the Intestinal Microbiome in Disease: Antibiotics for IBD Therapy","year":2016,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Antibiotics; Ulcerative colitis; Dysbiosis; Inflammatory bowel disease; Microbiome; Crohn's disease; Disease; Intensive care medicine; Gastrointestinal tract; Inflammatory Bowel Diseases; Internal medicine; Gastroenterology; Bioinformatics; 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":[0.0001779412,0.0004134676,0.000578035,0.00008252673,0.0001533101,0.00009228791,0.0001223457,0.0001497058,0.00001782818],"category_scores_gemma":[0.00275157,0.0002458711,0.0003883762,0.00006396646,0.0007849941,0.000009413562,0.0001247544,0.0001145802,0.00001142287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003106192,"about_ca_system_score_gemma":0.001071491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001328644,"about_ca_topic_score_gemma":0.000002864058,"domain_scores_codex":[0.9982367,0.0003809036,0.0004029572,0.0005681722,0.0001015613,0.000309763],"domain_scores_gemma":[0.9981616,0.0007941505,0.0002289142,0.0004313707,0.0001558764,0.000228113],"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":[0.0235964,0.005625754,0.03482809,0.04622314,0.005682011,0.005079086,0.0003258509,0.00001146735,0.0005318544,0.1356502,0.063753,0.6786932],"study_design_scores_gemma":[0.003321284,0.00009254299,0.01152802,0.004418808,0.0008830339,0.00007735685,0.00001908551,0.00000970409,0.00001258956,0.000797282,0.9780706,0.0007696478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007967265,0.9939084,0.0001788545,0.000378124,0.0001148755,0.002287774,0.002290135,0.00001639972,0.00002870114],"genre_scores_gemma":[0.002820605,0.9951774,0.0001842494,0.0002468148,0.0002846069,0.0002211637,0.0008642823,0.00006490269,0.0001359374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9143177,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612544924054775,"score_gpt":0.3502651692336476,"score_spread":0.3141397199930999,"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."}}