{"id":"W3160130231","doi":"10.1038/s41423-021-00692-x","title":"The CXCR3alt-CXCL11 axis in bladder cancer: potential for prediction of neoadjuvant chemotherapy response","year":2021,"lang":"en","type":"letter","venue":"Cellular and Molecular Immunology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bladder cancer; Medicine; Chemotherapy; Oncology; Cancer research; Internal medicine; Complete response; Cancer","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":[0.0002213322,0.0003185036,0.0006415082,0.0001510748,0.00009950165,0.00001947889,0.0001428634,0.0007610606,0.00006543271],"category_scores_gemma":[0.00004999251,0.0002481098,0.0002780753,0.0001325882,0.0002745044,0.00002030309,0.00005474724,0.000693579,0.000001371585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138498,"about_ca_system_score_gemma":0.0004741283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002289543,"about_ca_topic_score_gemma":0.00001138117,"domain_scores_codex":[0.9981681,0.0002648796,0.0004442437,0.0004890243,0.0002012421,0.0004325327],"domain_scores_gemma":[0.9989738,0.0001052048,0.0001689573,0.0005520991,0.0001626057,0.00003736215],"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":[0.01147616,0.0002841922,0.0002993306,0.0004908238,0.004074778,0.002437694,0.0006176819,0.00001087608,0.8395474,0.00004145878,0.1116858,0.02903379],"study_design_scores_gemma":[0.009389198,0.001659327,0.002211935,0.0002858444,0.0007880073,0.0002216173,0.0001259869,0.0001024056,0.1973966,0.0002482811,0.7872756,0.000295137],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2414547,0.2155228,0.00351746,0.5322009,0.002601209,0.003505764,0.0008563176,0.00006281876,0.0002780675],"genre_scores_gemma":[0.4455082,0.06436732,0.001126214,0.4553494,0.003944146,0.003483757,0.005814319,0.0008173508,0.01958922],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6755898,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033733239244432,"score_gpt":0.2488289624993575,"score_spread":0.2384916301069132,"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."}}