{"id":"W3023886569","doi":"10.1158/1538-7445.mvc2020-ia05","title":"Abstract IA05: Microbiota, metabolites, and antitumor immunity","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immune system; Microbiome; Cancer; Colorectal cancer; Blockade; Immunotherapy; Immune checkpoint; Immunology; Immunity; Cancer immunotherapy; Gut flora; Biology; Cancer research; Medicine; Bioinformatics; Internal medicine; Receptor","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":[0.0002978125,0.0005942545,0.0003247174,0.0008103557,0.0004404668,0.001417653,0.0003884583,0.0009071158,0.02569118],"category_scores_gemma":[0.0001740806,0.000179452,0.0003170321,0.0004702675,0.000218342,0.0004040791,0.0004477139,0.0009579476,0.00511576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007767119,"about_ca_system_score_gemma":0.0005571938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531319,"about_ca_topic_score_gemma":0.002429141,"domain_scores_codex":[0.9998919,0.00002271707,0.00000601199,0.00002026886,0.00003670231,0.00002246488],"domain_scores_gemma":[0.9999077,0.0000116884,0.0000137623,0.000004073012,0.00002591732,0.00003696061],"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":[0.001993803,0.000690807,0.003229873,0.001877531,0.0001095139,0.0007634306,0.0001147456,0.0006859461,0.1978985,0.007303432,0.3915127,0.3938197],"study_design_scores_gemma":[0.0001946797,0.002023762,0.03445591,0.0009105124,0.0001923762,0.001371743,0.0002293038,0.001508142,0.1170462,0.003862114,0.8381578,0.00004733618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1085398,0.5882353,0.007574939,0.05112297,0.03412271,0.000419571,0.005243252,0.001189608,0.2035519],"genre_scores_gemma":[0.3117276,0.2367005,0.005350235,0.009838318,0.01364825,0.0001848217,0.004364947,0.0001467294,0.4180387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02569118,"threshold_uncertainty_score":0.08594555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07459605332937051,"score_gpt":0.3981814161017625,"score_spread":0.323585362772392,"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."}}