{"id":"W2427081384","doi":"10.5489/cuaj.3917","title":"What’s new bladder cancer research?","year":2016,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bladder cancer; Cancer; Medicine; Oncology; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005693835,0.0008848883,0.002889176,0.00664494,0.0007971146,0.003754278,0.001499475,0.003845255,0.01401523],"category_scores_gemma":[0.009783659,0.0008014399,0.002252024,0.006164889,0.002412432,0.005581836,0.001666367,0.003242745,0.002562651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004069693,"about_ca_system_score_gemma":0.01552247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01566829,"about_ca_topic_score_gemma":0.03550118,"domain_scores_codex":[0.9979261,0.000644436,0.0003223299,0.000205539,0.000682064,0.0002195338],"domain_scores_gemma":[0.9925435,0.003881767,0.0008713361,0.0001656782,0.001866652,0.0006712173],"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":[0.000141211,0.00005416819,0.0004415713,0.08019848,0.0004288378,0.0001845804,0.0001737579,0.0001579792,0.0003499457,0.005757262,0.1679249,0.7441874],"study_design_scores_gemma":[0.00004630536,0.00005886502,0.0006378525,0.03959553,0.0004706986,0.0003827132,0.0001938131,0.00003640756,0.000087878,0.002272848,0.9561893,0.0000276794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002541186,0.9938194,0.00002172754,0.004460915,0.001032373,0.000004312884,0.00002488508,0.000003303468,0.0006077747],"genre_scores_gemma":[0.0006119905,0.9946666,0.0001275657,0.002883406,0.001213005,0.000007896479,0.00003120254,0.000002207911,0.0004560645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01566829,"threshold_uncertainty_score":0.04688561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128900193726314,"score_gpt":0.4006371329426934,"score_spread":0.287747113570062,"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."}}