{"id":"W2082130387","doi":"10.5539/cco.v3n2p36","title":"Immunotherapy for Bladder Cancer: Changing the Landscape","year":2014,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunotherapy; Medicine; Bladder cancer; Chemotherapy; Clinical trial; Cancer; Oncology; Targeted therapy; Drug development; Drug; Intensive care medicine; Internal medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004710182,0.0001264081,0.0004576484,0.00003039556,0.000148694,0.0000108447,0.00008098644,0.0001645934,0.0003591026],"category_scores_gemma":[0.00006226431,0.00007336145,0.0001637505,0.00008478379,0.0001671853,0.00002394114,0.00002531283,0.0001888081,0.000006435695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005709994,"about_ca_system_score_gemma":0.0002946759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116566,"about_ca_topic_score_gemma":0.0001909942,"domain_scores_codex":[0.9989835,0.00006730778,0.0003082271,0.0002709798,0.00008139177,0.0002885763],"domain_scores_gemma":[0.9989221,0.0005925663,0.00009672684,0.0001947265,0.00007491171,0.0001189528],"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":[0.001133291,0.0001616338,0.05580302,0.00002645082,0.0005162708,0.000001989163,0.0003115507,0.000001770988,0.00006392758,0.0005135746,0.007027443,0.9344391],"study_design_scores_gemma":[0.01288874,0.004018477,0.06662319,0.00005339955,0.0006243156,0.00001523118,0.000254131,0.0006939647,0.000143434,0.0006884903,0.9138342,0.0001624533],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385472,0.03039476,0.002456134,0.0922278,0.005840598,0.002803225,0.0001288899,0.0001670662,0.02743433],"genre_scores_gemma":[0.9526777,0.01336206,0.0002224979,0.02598328,0.00317086,0.0007510127,0.00001090596,0.00003537801,0.003786283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9342766,"threshold_uncertainty_score":0.3931921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05938712996161956,"score_gpt":0.4342094471672967,"score_spread":0.3748223172056772,"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."}}