{"id":"W4402510707","doi":"10.1158/1055-9965.epi-24-0263","title":"Associations of Prostate Tumor Immune Landscape with Vigorous Physical Activity and Prostate Cancer Progression","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill; National Cancer Institute; University of North Carolina at Chapel Hill; China Scholarship Council","keywords":"Prostate cancer; Medicine; Prostatectomy; Tumor microenvironment; Immune system; Prostate; Oncology; Cancer; Internal medicine; Tumor-infiltrating lymphocytes; Immunotherapy; Cancer research; Immunology","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":[0.0001658026,0.0001292509,0.0001288332,0.0005267228,0.0002860471,0.0002894615,0.0001611604,0.0001398766,0.001349429],"category_scores_gemma":[0.000337379,0.00006483665,0.0001187773,0.0005089612,0.0001793198,0.00008632363,0.0002351428,0.0001749581,0.00008287074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230898,"about_ca_system_score_gemma":0.0002672052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006777653,"about_ca_topic_score_gemma":0.01365984,"domain_scores_codex":[0.9998952,0.00002094052,0.000005120583,0.00002497914,0.00002147357,0.0000322236],"domain_scores_gemma":[0.9996278,0.00004977524,0.0001541501,0.00002388554,0.00005827485,0.00008598578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007861033,0.00002021761,0.9955806,0.00001066414,0.00002846299,0.0000283062,0.00002931258,0.0000857546,0.002195912,0.00001082833,0.00005510106,0.001876203],"study_design_scores_gemma":[8.812679e-7,0.0000240277,0.9995424,0.000001513752,0.000008143586,0.00006039418,0.00003585701,0.00008770933,0.0001673806,0.000009869652,0.00006085846,0.000001080718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994071,0.0001347173,0.00007071753,0.00001329335,8.844632e-7,0.000004196687,0.0001528151,0.000002816886,0.0002135723],"genre_scores_gemma":[0.9996898,0.0000316983,0.00005447376,0.000006592586,0.000001816571,0.000003056111,0.0001343409,7.012817e-7,0.00007759373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006777653,"threshold_uncertainty_score":0.01347637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036564266910135,"score_gpt":0.3813027078634337,"score_spread":0.3509370651943324,"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."}}