{"id":"W3031541689","doi":"10.1200/jco.19.02959","title":"Trimodality Therapy for Muscle-Invasive Bladder Cancer: Concurrent Chemotherapy is Not Enough","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Medicine; Bladder cancer; Chemotherapy; Cancer; Oncology; Urothelial cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548463,0.0002496728,0.001283936,0.0003144152,0.0006000975,0.001451644,0.0005175131,0.001082373,0.004244538],"category_scores_gemma":[0.002738853,0.0001918891,0.0007427563,0.0004660719,0.000573395,0.002342156,0.0006863425,0.002336009,0.001123215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008898324,"about_ca_system_score_gemma":0.001126084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008342098,"about_ca_topic_score_gemma":0.004758643,"domain_scores_codex":[0.9995733,0.0001089545,0.00005995034,0.00007270635,0.00009644251,0.00008870882],"domain_scores_gemma":[0.9984277,0.0006492287,0.0002653573,0.0001108653,0.0001842403,0.000362615],"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":[0.004207317,0.0004268787,0.01331476,0.001858111,0.0004466559,0.001328492,0.0001742953,0.00123938,0.00851737,0.002727812,0.0356007,0.9301584],"study_design_scores_gemma":[0.003133608,0.02125848,0.1841998,0.009615818,0.003439054,0.02831487,0.001757399,0.00822159,0.01365105,0.03624636,0.6897441,0.0004179662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.3106655,0.513933,0.008632297,0.124763,0.005986384,0.0002146596,0.000762424,0.0004380722,0.0346045],"genre_scores_gemma":[0.8245923,0.1223963,0.007458811,0.03266751,0.005040444,0.0001995912,0.00092733,0.0001486103,0.006569007],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004244538,"threshold_uncertainty_score":0.01419938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661982850286987,"score_gpt":0.5065429100194535,"score_spread":0.2403446249907548,"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."}}