{"id":"W2782762180","doi":"10.1016/j.juro.2017.12.062","title":"Neoadjuvant Dose Dense MVAC versus Gemcitabine and Cisplatin in Patients with cT3-4aN0M0 Bladder Cancer Treated with Radical Cystectomy","year":2018,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia","funders":"","keywords":"Medicine; Gemcitabine; Cystectomy; Urology; Bladder cancer; Cisplatin; Urothelial cancer; Oncology; Chemotherapy; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794162,0.0001809073,0.0004085503,0.0001336372,0.00006371064,0.000006979161,0.00009152182,0.00008619382,0.0002102364],"category_scores_gemma":[0.00002935107,0.00008627448,0.00002933799,0.0001913301,0.0003886425,0.00006910916,0.00002406144,0.0003178098,0.000005735823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007795182,"about_ca_system_score_gemma":0.0001771416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627044,"about_ca_topic_score_gemma":0.0004560999,"domain_scores_codex":[0.9988884,0.0001365797,0.0002898479,0.0001407328,0.0002687002,0.0002757294],"domain_scores_gemma":[0.9991344,0.000122061,0.000205268,0.0001776114,0.0002144165,0.0001463094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1760136,0.0006021966,0.8080444,0.00001897773,0.001219457,0.0004567796,0.001519529,0.00003545308,0.0004409591,0.00001209767,0.0006889518,0.01094765],"study_design_scores_gemma":[0.05895086,0.02716947,0.9100998,0.00007827263,0.001212797,0.0006500873,0.00007550568,0.00006381427,0.0003469312,0.0000207571,0.001196608,0.0001351135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968266,0.0007875064,0.00002613327,0.001603724,0.0001258825,0.0002968902,0.000007746047,0.000008144832,0.0003173403],"genre_scores_gemma":[0.9988436,0.0001244057,0.0001279934,0.0005656367,0.0002227675,0.000006130092,0.00000235841,0.00002577298,0.00008132687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170627,"threshold_uncertainty_score":0.3518171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143915213907994,"score_gpt":0.2628293941476983,"score_spread":0.2513902420086184,"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."}}