{"id":"W4391880845","doi":"10.21203/rs.3.rs-3889905/v1","title":"Sucrose-preferring gut microbes prevent host obesity by producing exopolysaccharides","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"Japan Society for the Promotion of Science; Japan Agency for Medical Research and Development","keywords":"Host (biology); Sucrose; Biology; Obesity; Microbiology; Gut flora; Food science; Ecology; Biochemistry; Endocrinology","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":[0.0002488249,0.0003096097,0.0001867293,0.0002351706,0.00009286196,0.0003990504,0.0001106972,0.0003307232,0.003351284],"category_scores_gemma":[0.0003498328,0.0001047979,0.0001700511,0.0001344506,0.0001905221,0.0002576468,0.0003470668,0.0005760191,0.0005924883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301622,"about_ca_system_score_gemma":0.0001996652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002215298,"about_ca_topic_score_gemma":0.0003184737,"domain_scores_codex":[0.9999211,0.00002479206,0.000003500917,0.00001018429,0.00002272413,0.00001768429],"domain_scores_gemma":[0.999893,0.00001682592,0.00003129078,0.00001260186,0.00001421212,0.00003205177],"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":[0.003770017,0.0003017422,0.003466481,0.0003465801,0.0001051343,0.0002195874,0.00007813295,0.0005140613,0.8854706,0.009884328,0.003993864,0.09184939],"study_design_scores_gemma":[0.001091369,0.004114488,0.06979027,0.0001864605,0.0003347582,0.001223464,0.0004534417,0.006413016,0.7910247,0.02926395,0.0960495,0.00005444716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524189,0.01219813,0.01394948,0.004064694,0.001118452,0.00005468122,0.001045819,0.0003353556,0.01481452],"genre_scores_gemma":[0.9669776,0.005480651,0.01397949,0.0005065783,0.0002666292,0.00004157125,0.0005885455,0.00006976823,0.01208916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351284,"threshold_uncertainty_score":0.0112111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844508716018802,"score_gpt":0.4006578929241091,"score_spread":0.3422128057639211,"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."}}