{"id":"W4414465321","doi":"10.1158/2326-6074.cimm25-ia06","title":"Abstract IA06: Lifestyle induced susceptibility of immune related adverse events","year":2025,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse effect; Immune system; Cancer; Microbiome; Immunotherapy; Immunity; Downregulation and upregulation; Immune Dysfunction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004352005,0.0003817822,0.0004862806,0.0006014655,0.0002860146,0.0006031201,0.0003226499,0.0005365504,0.01563375],"category_scores_gemma":[0.0005397674,0.0001144515,0.0008216618,0.0004606782,0.0002310057,0.0002887275,0.0004258631,0.001075122,0.002188175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266008,"about_ca_system_score_gemma":0.0004128101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004741378,"about_ca_topic_score_gemma":0.0005473898,"domain_scores_codex":[0.9996859,0.00006376486,0.0000336495,0.00007295646,0.00008502771,0.00005880291],"domain_scores_gemma":[0.999386,0.00006647701,0.0002087339,0.00006614329,0.00009905574,0.0001736492],"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":[0.01185678,0.002815271,0.0641497,0.002438548,0.0005630111,0.001710079,0.0002696124,0.00119094,0.7551315,0.002139769,0.03098013,0.1267546],"study_design_scores_gemma":[0.001451747,0.02683858,0.5676818,0.0006325507,0.001333054,0.006658115,0.0008562787,0.005098896,0.2776029,0.003528139,0.1080584,0.0002594543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9450379,0.004219383,0.01015312,0.002018636,0.001899843,0.0006336326,0.02041245,0.001395585,0.01422943],"genre_scores_gemma":[0.9565566,0.002277109,0.005923035,0.001025753,0.0002327807,0.0007778069,0.008908292,0.0001609443,0.02413775],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01563375,"threshold_uncertainty_score":0.05230016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058466263710136,"score_gpt":0.3733058540782329,"score_spread":0.3427211914411315,"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."}}