{"id":"W4245087986","doi":"10.1158/2159-8290.cd-nd2019-004","title":"Microbiota Manipulated to Enhance Immunity","year":2019,"lang":"en","type":"article","venue":"Cancer Discovery","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Immunity; Microbiome; Fecal bacteriotherapy; Host (biology); Biology; Bacteria; Computational biology; Immunology; Microbiology; Immune system; Bioinformatics; Ecology; Genetics; Antibiotics; 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":[0.0002684767,0.0003187383,0.0002583503,0.0003614611,0.0002076321,0.0006093354,0.0001720381,0.000419948,0.003127535],"category_scores_gemma":[0.0003430208,0.0001350989,0.000264588,0.0002013859,0.0003421986,0.0002958002,0.0003949241,0.00113703,0.0004266131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389677,"about_ca_system_score_gemma":0.0004006588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004589637,"about_ca_topic_score_gemma":0.0009696812,"domain_scores_codex":[0.9997351,0.0000573439,0.0000116431,0.00003444076,0.0000750862,0.00008636996],"domain_scores_gemma":[0.9998519,0.00002116221,0.00004021857,0.00001359449,0.00002013174,0.00005295138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001338583,0.000423908,0.0004221098,0.0001439099,0.00002970378,0.00007762218,0.00003702601,0.0001369643,0.983393,0.0007542448,0.000454857,0.01278813],"study_design_scores_gemma":[0.000690969,0.01310549,0.007891532,0.0001836991,0.00020026,0.0004019953,0.000274679,0.001120031,0.9373975,0.001174082,0.03753066,0.00002925893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742348,0.006410809,0.005252197,0.00185252,0.0007842375,0.0001648205,0.0005301074,0.0002930484,0.0104774],"genre_scores_gemma":[0.9811015,0.005132143,0.006924731,0.001186807,0.0001103801,0.0001407106,0.0003426158,0.00005824341,0.00500287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003127535,"threshold_uncertainty_score":0.0104627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045435970166218,"score_gpt":0.3341602367804368,"score_spread":0.3137058770787746,"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."}}