{"id":"W2807825638","doi":"10.1097/mcg.0000000000001069","title":"Antibiotic and Modulation of Microbiota","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Gut flora; Dysbiosis; Antibiotics; Medicine; Fecal bacteriotherapy; Disease; Irritable bowel syndrome; Immunology; Computational biology; Bioinformatics; Biology; Microbiology; Clostridium difficile; Internal medicine","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":[0.0002391415,0.0004218071,0.0004091318,0.00058177,0.0002972885,0.0006676405,0.000240742,0.0007654662,0.002684874],"category_scores_gemma":[0.000519696,0.0001313022,0.0003572481,0.0003881464,0.0004060312,0.0003788842,0.000544806,0.000881772,0.000563515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004088,"about_ca_system_score_gemma":0.0004088964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004886364,"about_ca_topic_score_gemma":0.0006069868,"domain_scores_codex":[0.9995105,0.0001807902,0.00003101895,0.00008405746,0.0001166971,0.000076973],"domain_scores_gemma":[0.9997292,0.0000604589,0.00008033944,0.00002355632,0.00005026196,0.00005614404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001459861,0.0005592287,0.003387877,0.002762056,0.0001425327,0.001430375,0.0002060407,0.0005543628,0.7499758,0.01037153,0.00582338,0.223327],"study_design_scores_gemma":[0.0003466195,0.005149657,0.04676767,0.0006522932,0.0003099081,0.006321435,0.0003874229,0.002380914,0.4559563,0.00906727,0.4725646,0.00009597869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2999393,0.6395254,0.008753537,0.009913662,0.00289042,0.0001989268,0.000717419,0.0003649083,0.03769646],"genre_scores_gemma":[0.8050973,0.1753947,0.004140187,0.002157969,0.0008109069,0.0001233794,0.000352931,0.00005066178,0.01187188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002684874,"threshold_uncertainty_score":0.008981764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627170090296288,"score_gpt":0.3633056579285038,"score_spread":0.337033957025541,"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."}}