{"id":"W3204708259","doi":"10.1016/j.cell.2021.09.024","title":"Microbiota regulates intratumoral monocytes to promote anti-tumor immune responses","year":2021,"lang":"en","type":"letter","venue":"Cell","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biology; Immune system; Tumor microenvironment; Gut flora; Innate immune system; Immunology; Cancer; Acquired immune system; Cancer research; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001769212,0.0005045003,0.0005570271,0.0001235581,0.0001375325,0.000123612,0.0005188319,0.0007990685,0.0001140898],"category_scores_gemma":[0.00004811289,0.0005077305,0.0002536481,0.0001683169,0.00009364288,0.000002765688,0.0003875088,0.0008145022,0.000168163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004774696,"about_ca_system_score_gemma":0.0004905562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004161827,"about_ca_topic_score_gemma":0.000009620172,"domain_scores_codex":[0.9975228,0.0001764241,0.0004607774,0.0009712448,0.0001160771,0.0007526262],"domain_scores_gemma":[0.9984441,0.00001631418,0.0001997882,0.001054494,0.0001620866,0.0001232096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003398955,0.00002732932,0.00001335161,0.0001870231,0.00002336238,0.0001845757,0.00002655364,6.982744e-7,0.5398071,1.985588e-7,0.4596553,0.00004048747],"study_design_scores_gemma":[0.000175311,0.0001457486,0.0002852125,0.00007974719,0.00002257543,0.00008958296,0.00001144193,3.418209e-7,0.4970593,0.000002479276,0.5018049,0.0003233982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8730269,0.008402213,0.00001922387,0.1159872,0.0009316124,0.000724193,0.0003392684,0.00004301908,0.0005263602],"genre_scores_gemma":[0.09799339,0.001092163,0.00639503,0.7531024,0.008149922,0.00009155851,0.01011755,0.0004598857,0.1225981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7750335,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114565293104443,"score_gpt":0.2412792502555242,"score_spread":0.2298227209450799,"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."}}