{"id":"W4417276362","doi":"10.1111/his.15555","title":"Molecular pathology of bladder cancer","year":2025,"lang":"en","type":"review","venue":"Histopathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Molecular pathology; Bladder cancer; Trastuzumab; Personalized medicine; Targeted therapy; Cancer; Molecular diagnostics; Urothelial cancer; Clinical trial; Molecular oncology","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":[0.0005439573,0.0004889878,0.0005902835,0.002119391,0.0004527051,0.001621304,0.0005597622,0.0008881176,0.003017551],"category_scores_gemma":[0.0006093636,0.0002051786,0.0004112732,0.001594912,0.0007201912,0.0008305938,0.000985235,0.001101713,0.001489755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154494,"about_ca_system_score_gemma":0.001011932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212277,"about_ca_topic_score_gemma":0.001214183,"domain_scores_codex":[0.9995887,0.00008798215,0.00005063079,0.00007857856,0.0001353827,0.00005871914],"domain_scores_gemma":[0.9997205,0.00005217348,0.00006386602,0.00002312143,0.0001048732,0.00003538769],"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":[0.0002246609,0.00005890603,0.01042015,0.008635553,0.0002199948,0.004527343,0.0006953452,0.0009518124,0.05452987,0.02192212,0.05843918,0.8393751],"study_design_scores_gemma":[0.00001248224,0.000176401,0.01505888,0.001968766,0.0001428005,0.03313775,0.0002640164,0.0004770698,0.01153267,0.006323183,0.9308472,0.00005876918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01004326,0.9594896,0.00553418,0.00460092,0.001152478,0.00004208149,0.0004327575,0.0002429473,0.01846166],"genre_scores_gemma":[0.1457448,0.8227386,0.00768782,0.003717643,0.002208147,0.00008675095,0.00129828,0.00008047235,0.01643741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003017551,"threshold_uncertainty_score":0.0100947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235400222110826,"score_gpt":0.3691104928525055,"score_spread":0.3367564906313972,"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."}}