{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002261799,0.0002649488,0.0007426096,0.00007934924,0.00008308957,0.0000193228,0.0002610314,0.0002747456,0.000005362619],"category_scores_gemma":[0.00001697094,0.0001991632,0.0001954869,0.0002141624,0.0001507704,0.000001772951,0.0001030462,0.000198391,0.000002460028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306483,"about_ca_system_score_gemma":0.001426346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485563,"about_ca_topic_score_gemma":0.002743992,"domain_scores_codex":[0.9986563,0.00009174976,0.0005080171,0.0003503633,0.00005191274,0.0003416803],"domain_scores_gemma":[0.9992012,0.00004040204,0.0003108538,0.000367897,0.00003839442,0.00004119907],"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":[0.00001943632,0.000003948792,0.000006609361,0.002215469,0.0001951339,8.04128e-7,0.0001097469,0.000002006928,0.3028505,0.000006430038,0.0001250423,0.6944649],"study_design_scores_gemma":[0.0002317546,0.00005379222,0.00008112498,0.002885995,0.0000605117,0.000004919142,0.000191633,5.604566e-7,0.01139403,0.000004434729,0.984868,0.0002232275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006735546,0.9923418,0.00000177536,0.00001839893,0.0002345528,0.0004811922,0.0001505038,0.000009962519,0.00002631464],"genre_scores_gemma":[0.0009090615,0.9984745,0.00002019227,0.0000322335,0.00009217075,0.0001311967,0.00008183487,0.00008620424,0.0001725618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.984743,"threshold_uncertainty_score":0.8121638,"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."}}