{"id":"W4360966436","doi":"10.1016/j.euros.2023.02.014","title":"Carboplatin Induction Chemotherapy in Clinically Lymph Node–positive Bladder Cancer","year":2023,"lang":"en","type":"article","venue":"European Urology Open Science","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"Janssen Pharmaceuticals; Astellas Pharma US","keywords":"Carboplatin; Gemcitabine; Medicine; Internal medicine; Oncology; Cystectomy; Cisplatin; Bladder cancer; Regimen; Urology; Chemotherapy; 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":[0.001175644,0.000114724,0.0005588114,0.0001758693,0.0001910345,0.0003733127,0.0002570393,0.0002427061,0.0004177194],"category_scores_gemma":[0.00255986,0.000166908,0.000670232,0.0005603865,0.0001678716,0.0002075448,0.0002583355,0.000560981,0.00006577595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005912196,"about_ca_system_score_gemma":0.0005352359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635627,"about_ca_topic_score_gemma":0.002406877,"domain_scores_codex":[0.9991103,0.0004017971,0.0001312413,0.0001320181,0.0001409691,0.0000835605],"domain_scores_gemma":[0.9986546,0.0002945749,0.0007995192,0.0001036027,0.00003987152,0.0001078079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01287497,0.0006340191,0.942363,0.0004437515,0.000830708,0.0002880373,0.00009193415,0.0008631322,0.001850607,0.0001176879,0.0005604558,0.0390817],"study_design_scores_gemma":[0.0006288494,0.004343484,0.9894979,0.0000996208,0.0005488165,0.0006347406,0.00006181916,0.001318579,0.0008789498,0.0002045046,0.001774093,0.000008641988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955863,0.003746917,0.0002241351,0.00006586876,0.00001853507,0.00003189199,0.00008556744,0.000002273319,0.0002385687],"genre_scores_gemma":[0.9987017,0.0008801079,0.0001078139,0.00007249132,0.00002128671,0.00001589155,0.0001268608,0.000001209869,0.00007264273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001635627,"threshold_uncertainty_score":0.00621748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464593053545914,"score_gpt":0.3710824266276976,"score_spread":0.3264364960922385,"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."}}