{"id":"W4416685656","doi":"10.1016/j.jcjd.2025.10.108","title":"Harnessing Bacteroides to Treat Type 2 Diabetes","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060809,0.0003007029,0.0003550833,0.0003651692,0.0002109923,0.0005603381,0.000182404,0.0003556454,0.001445884],"category_scores_gemma":[0.000174812,0.0001062407,0.0002848626,0.0001718058,0.0001608339,0.0001994535,0.0004452903,0.0009156356,0.0003705312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402882,"about_ca_system_score_gemma":0.0004213172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494258,"about_ca_topic_score_gemma":0.003025743,"domain_scores_codex":[0.999895,0.00002061547,0.00000425195,0.00001227257,0.00002873774,0.00003915409],"domain_scores_gemma":[0.9999484,0.000003777643,0.000009572401,0.000002626517,0.000008416268,0.00002727051],"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":[0.001661181,0.0008357954,0.001327356,0.0005840801,0.0001360011,0.0004141158,0.0001090268,0.000421545,0.7983313,0.001443173,0.003279688,0.1914568],"study_design_scores_gemma":[0.001747061,0.01454611,0.03439699,0.001511887,0.001157623,0.002949329,0.001140931,0.003277067,0.5932554,0.003933864,0.3419538,0.0001299336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8648214,0.09717561,0.01122359,0.007157118,0.002462342,0.0001955398,0.0004270192,0.0004940833,0.01604345],"genre_scores_gemma":[0.9528903,0.03400512,0.005896413,0.001572124,0.000255609,0.00007908753,0.0001983389,0.00003272406,0.005070361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001494258,"threshold_uncertainty_score":0.004836977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007419381439745387,"score_gpt":0.2384366771996553,"score_spread":0.23101729575991,"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."}}