{"id":"W2105869562","doi":"10.1016/j.urology.2014.08.013","title":"A New Way of Thinking About Bladder Cancer","year":2014,"lang":"en","type":"letter","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bladder cancer; Disease; DNA microarray; Cancer; Bioinformatics; Computational biology; Gene expression; Gene; Pathology; Internal medicine; Genetics","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":[0.008661575,0.001254349,0.002218989,0.001354252,0.009934435,0.01113015,0.003084688,0.0981365,0.008537934],"category_scores_gemma":[0.04967735,0.001235364,0.001611306,0.000842939,0.01274631,0.01652272,0.005243406,0.1088734,0.003689477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00883173,"about_ca_system_score_gemma":0.009573988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006973672,"about_ca_topic_score_gemma":0.01245437,"domain_scores_codex":[0.9892089,0.005309912,0.001003897,0.0009247425,0.002450484,0.001102185],"domain_scores_gemma":[0.9797992,0.01169729,0.001221896,0.0004972267,0.003325089,0.003459455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006386506,0.00007207868,0.0003677924,0.0001234481,0.00002865971,0.001432378,0.0006399126,0.0001076492,0.000151514,0.02003007,0.9669077,0.01007491],"study_design_scores_gemma":[0.0001939379,0.000123205,0.000426252,0.0009068822,0.00004363005,0.002535538,0.001875368,0.0006905486,0.0001432528,0.04792675,0.9449967,0.0001380016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007040636,0.0008455901,0.00007881402,0.9869791,0.01099657,0.000003377108,0.000004877136,0.000004947037,0.001016299],"genre_scores_gemma":[0.001315271,0.0006906526,0.0001917587,0.9617861,0.033327,0.00001593554,0.000003725829,0.000008996069,0.002660618],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0981365,"threshold_uncertainty_score":0.06407893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093681042781591,"score_gpt":0.2893796550908034,"score_spread":0.2684428446629875,"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."}}