{"id":"W2899154682","doi":"10.1007/s11934-018-0853-5","title":"Molecular Characterization of Bladder Cancer","year":2018,"lang":"en","type":"review","venue":"Current Urology Reports","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nephrology; Bladder cancer; Internal medicine; Urology; Oncology; Cancer","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":[0.0005663961,0.0005816155,0.0009706403,0.002150636,0.0002070647,0.001147641,0.0007674434,0.0006559636,0.002503044],"category_scores_gemma":[0.0009887466,0.0002522466,0.0005758349,0.001658155,0.0004439039,0.001102445,0.0006126787,0.001097684,0.0008402778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164652,"about_ca_system_score_gemma":0.001382917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161081,"about_ca_topic_score_gemma":0.001777781,"domain_scores_codex":[0.9997979,0.00003539481,0.00003425653,0.00004345096,0.00006236034,0.00002672128],"domain_scores_gemma":[0.9996465,0.0001625312,0.00006968574,0.00001293405,0.00008710377,0.00002113564],"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":[0.0001041222,0.0000538066,0.001195439,0.02348585,0.0001773486,0.0002701517,0.0000864762,0.0003736226,0.004109976,0.003072213,0.02167307,0.9453979],"study_design_scores_gemma":[0.00001625091,0.00009785033,0.003709555,0.006516046,0.0004793789,0.002050601,0.000115998,0.0001552596,0.002656717,0.002169874,0.9820017,0.00003085826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002969449,0.9981198,0.0001545468,0.000332875,0.0001403381,0.000005374101,0.00004217024,0.000005954871,0.0009019616],"genre_scores_gemma":[0.002128397,0.9964318,0.0002792396,0.0003019708,0.0001898567,0.000006468004,0.0000953343,0.000001488722,0.0005654685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002503044,"threshold_uncertainty_score":0.008373499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05299555315433516,"score_gpt":0.3831818647502614,"score_spread":0.3301863115959263,"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."}}