{"id":"W2565985412","doi":"10.1016/j.clgc.2016.12.025","title":"Palliative Chemotherapy for Bladder Cancer: Treatment Delivery and Outcomes in the General Population","year":2016,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gemcitabine; Bladder cancer; Carboplatin; Regimen; Internal medicine; Oncology; Vinblastine; Population; Chemotherapy; Cancer registry; Cancer; Cisplatin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001501373,0.0002161518,0.0004482115,0.00004363912,0.00007629507,0.00001221126,0.00007685718,0.0001202622,0.0001445564],"category_scores_gemma":[0.00002921405,0.0001017074,0.0002110772,0.00007446572,0.00009063217,0.0000689169,0.00001574001,0.00007900764,0.000004198035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643499,"about_ca_system_score_gemma":0.0001600761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120849,"about_ca_topic_score_gemma":0.0004920364,"domain_scores_codex":[0.9986835,0.00008856455,0.0004170573,0.0003894632,0.0001545722,0.0002668698],"domain_scores_gemma":[0.9990758,0.0004166444,0.0001043045,0.0002412328,0.0000588796,0.0001031787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084572,0.0004081967,0.7630975,0.00001316903,0.0003578958,0.00001384468,0.0001841276,0.000002030315,0.0001170778,0.00001470997,0.0008903217,0.2338165],"study_design_scores_gemma":[0.01076617,0.001562059,0.9758812,0.00007732974,0.0002376395,0.000003246597,0.00004481542,0.00003800763,0.0002351205,0.0003025199,0.01070404,0.0001479062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98195,0.002823047,0.00003044711,0.0132857,0.0003968849,0.0012087,0.0001585584,0.00002376477,0.0001229228],"genre_scores_gemma":[0.9689504,0.02098934,0.0003828093,0.004144036,0.001261772,0.001234481,0.00001671392,0.00003334478,0.002987117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2336687,"threshold_uncertainty_score":0.4147508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08039182811776317,"score_gpt":0.4279513018811414,"score_spread":0.3475594737633782,"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."}}