{"id":"W4365812973","doi":"10.1016/j.euo.2023.03.002","title":"Adaptive Immunity in Genitourinary Cancers","year":2023,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia; Queen's University","funders":"Cancer Research Institute","keywords":"Immune system; Medicine; Prostate cancer; Cancer; Tumor microenvironment; Immunotherapy; Acquired immune system; Immune checkpoint; Genitourinary system; Immunology; Cancer research; Immunity; Oncology; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001379347,0.0005039771,0.002392812,0.0007280672,0.00008301107,0.000006086774,0.0004388836,0.000570214,0.0003152867],"category_scores_gemma":[0.0001181581,0.0004331063,0.0005989506,0.0007599691,0.0004947173,0.0000288431,0.0002891041,0.00180116,0.001512327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431423,"about_ca_system_score_gemma":0.001914513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000328765,"about_ca_topic_score_gemma":0.0003093173,"domain_scores_codex":[0.9947162,0.002836072,0.001031519,0.0006490734,0.0001309259,0.0006361775],"domain_scores_gemma":[0.9981256,0.0005759784,0.000470018,0.0006494283,0.00004609448,0.0001328663],"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":[0.00138699,0.0001533325,0.00001875525,0.001637843,0.0007561733,0.007862902,0.0001935792,0.000001387071,0.000002202802,0.00001544803,0.00390694,0.9840645],"study_design_scores_gemma":[0.001980901,0.003153002,0.0008568377,0.00138029,0.0008017491,0.001695209,0.00006656478,0.000002991083,9.047687e-8,0.000008399611,0.9897385,0.0003155191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001109637,0.9491794,0.000003605325,0.000243925,0.001263363,0.001013794,0.00003957565,0.0001712841,0.04797407],"genre_scores_gemma":[0.00009521387,0.9948657,0.0000767719,0.001053033,0.0006370636,0.0001112042,0.000161683,0.0001890724,0.002810302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858315,"threshold_uncertainty_score":0.9998121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204610699563881,"score_gpt":0.3908199258552533,"score_spread":0.2703588558988653,"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."}}