{"id":"W4242864454","doi":"10.3233/blc-219500","title":"Molecular Biomarkers of Response to PD-1/ PD-L1 Immune Checkpoint Blockade in Advanced Bladder Cancer","year":2021,"lang":"en","type":"erratum","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Cancer Institute","keywords":"Blockade; Immune checkpoint; PD-L1; Bladder cancer; Medicine; Cancer research; Immune system; Oncology; Cancer; Internal medicine; Immunotherapy; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004888209,0.001325776,0.002564214,0.00100152,0.0001010478,0.00005344122,0.000585674,0.001141377,0.005223653],"category_scores_gemma":[0.0003181925,0.001282044,0.0009336963,0.001901261,0.0002604261,0.0001357189,0.0003586782,0.001485843,0.00005818185],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865953,"about_ca_system_score_gemma":0.0065733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008060333,"about_ca_topic_score_gemma":0.002642779,"domain_scores_codex":[0.9932056,0.0003724287,0.001712294,0.001868235,0.001448963,0.001392458],"domain_scores_gemma":[0.9960316,0.0001208509,0.0006444216,0.001877055,0.0006770092,0.0006490481],"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":[0.03955884,0.002229002,0.00337617,0.002942052,0.01377002,0.003782236,0.004030589,0.000853798,0.4641679,0.00001507795,0.4335121,0.03176226],"study_design_scores_gemma":[0.01659885,0.001493076,0.06480005,0.009719485,0.003178399,0.00009651612,0.001099746,0.0000842623,0.2503734,0.00006660856,0.6500329,0.002456632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.4238751,0.4417595,0.0001553543,0.02843218,0.04396572,0.01025531,0.004294966,0.0004620174,0.04679993],"genre_scores_gemma":[0.3955627,0.05406198,0.002744052,0.01158283,0.00582117,0.01240363,0.002211928,0.002171818,0.5134399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4666399,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428904876520726,"score_gpt":0.3119467166582096,"score_spread":0.2976576678930023,"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."}}