{"id":"W3135473978","doi":"10.1007/s11912-021-01035-9","title":"Lack of Evidence Does Not Equal Lack of Benefit: Neoadjuvant Chemotherapy and Trimodality Therapy in Selected Patients with Muscle-Invasive Bladder Cancer","year":2021,"lang":"en","type":"letter","venue":"Current Oncology Reports","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Bladder cancer; Neoadjuvant therapy; Oncology; Chemotherapy; Cancer; Internal medicine; Cisplatin; Urology; Breast 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":[0.00921876,0.0005017165,0.002241341,0.001403648,0.001525496,0.002906615,0.001394159,0.01725183,0.003847682],"category_scores_gemma":[0.07753538,0.0005748807,0.001522738,0.001992152,0.002109747,0.002685176,0.001033563,0.01227932,0.001661588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004737558,"about_ca_system_score_gemma":0.004161347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003016445,"about_ca_topic_score_gemma":0.009489239,"domain_scores_codex":[0.9920264,0.004099819,0.001889005,0.0004985722,0.001087082,0.0003992486],"domain_scores_gemma":[0.9268541,0.05753188,0.005306798,0.0008591046,0.004649966,0.004798125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002446922,0.000194816,0.04868475,0.001865611,0.0008815847,0.02377907,0.0005419023,0.0008061642,0.001104263,0.005820968,0.8068,0.1070739],"study_design_scores_gemma":[0.005044239,0.00217781,0.06858618,0.008773108,0.0029667,0.07502077,0.003854141,0.004776851,0.001662838,0.05717044,0.7694713,0.0004956175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005387884,0.005564942,0.0002073517,0.9755646,0.008927838,0.00002154116,0.000140578,0.00001942599,0.00416574],"genre_scores_gemma":[0.07495432,0.007659477,0.0009905183,0.813851,0.1001886,0.00006919444,0.0001868649,0.0000428297,0.002057263],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01725183,"threshold_uncertainty_score":0.0487541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637344394118777,"score_gpt":0.4056075239334881,"score_spread":0.2418730845216104,"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."}}