{"id":"W4321375715","doi":"10.3390/cancers15041300","title":"The Role of Microbiota-Derived Vitamins in Immune Homeostasis and Enhancing Cancer Immunotherapy","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Western University","keywords":"Immune system; Biology; Gut flora; Immunotherapy; Microbiome; Function (biology); Cancer immunotherapy; Cancer; Microbial metabolism; Bacteria; Immunology; Bioinformatics; Cell biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006001175,0.0006053547,0.001030365,0.001802315,0.0002587173,0.0009276549,0.0007262079,0.00132809,0.002852796],"category_scores_gemma":[0.0008785082,0.0002111009,0.0005631977,0.001129596,0.0005993624,0.0009177492,0.0007695283,0.002230931,0.001169119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007272973,"about_ca_system_score_gemma":0.0007833529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008939622,"about_ca_topic_score_gemma":0.001716653,"domain_scores_codex":[0.9998093,0.00004988176,0.00002299453,0.00003083121,0.00006231927,0.00002468417],"domain_scores_gemma":[0.9996567,0.0001974429,0.00003449019,0.00001051271,0.0000715183,0.00002946464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001829677,0.0001081861,0.0002710033,0.01272549,0.0001624608,0.0002402072,0.00005792709,0.0003745288,0.00314685,0.008509791,0.01967505,0.9545456],"study_design_scores_gemma":[0.00003556162,0.0001387574,0.0009965985,0.003300507,0.0001134365,0.001097695,0.00004718344,0.0001080288,0.001236727,0.004506238,0.9884027,0.00001659333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001385143,0.9986292,0.0001284562,0.0003724401,0.0001638843,0.00000276217,0.00001063037,0.000005653169,0.000548522],"genre_scores_gemma":[0.001231395,0.9977115,0.0001746165,0.0002062151,0.0001436923,0.000006646073,0.00002026579,0.000001561458,0.0005040736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002852796,"threshold_uncertainty_score":0.009543538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685062941080766,"score_gpt":0.3159625034163728,"score_spread":0.2991118740055652,"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."}}