{"id":"W3047450785","doi":"10.1158/1538-7445.pedca19-a56","title":"Abstract A56: Effect of chemotherapy on gut microbiota and microbiota-derived metabolites in children with cancer","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal","funders":"","keywords":"Gut flora; Cancer; Medicine; Chemotherapy; Pediatric cancer; Immunology; Antibiotics; Oncology; Bioinformatics; Internal medicine; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002592168,0.0002529257,0.0003179422,0.0004610003,0.0005234064,0.0003274747,0.0001888922,0.0002886573,0.004598218],"category_scores_gemma":[0.0009579225,0.0001171269,0.000330422,0.0005702263,0.0001593617,0.0001810683,0.0003070701,0.0003681233,0.0004330579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009099789,"about_ca_system_score_gemma":0.0006969025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0242687,"about_ca_topic_score_gemma":0.01732359,"domain_scores_codex":[0.9997863,0.00005025859,0.00001789863,0.00003748305,0.00005656225,0.0000514267],"domain_scores_gemma":[0.9994383,0.00006623798,0.0002014384,0.00001607923,0.0001442761,0.0001335713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001785509,0.0002687062,0.9731636,0.0001394533,0.00007528219,0.0004396585,0.0003460023,0.00006717155,0.002878704,0.00003600488,0.002495439,0.01830433],"study_design_scores_gemma":[0.00001582649,0.0005270692,0.9971012,0.00001763326,0.00002548612,0.0002761791,0.0002275678,0.0000276971,0.0006507201,0.00001129482,0.001114487,0.000004683319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952379,0.001461309,0.00007856709,0.0005259036,0.0000485458,0.00004081869,0.001628718,0.00001087606,0.0009674232],"genre_scores_gemma":[0.9950989,0.0008361231,0.0003085191,0.0001929503,0.00002968594,0.00005838513,0.0009079181,0.00000437477,0.002563275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242687,"threshold_uncertainty_score":0.04825485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215380944013853,"score_gpt":0.3538162741770322,"score_spread":0.3322781797756469,"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."}}