{"id":"W2293043909","doi":"10.6004/jnccn.2016.0034","title":"Use of Palliative Chemotherapy for Advanced Bladder Cancer: Patterns of Care in Routine Clinical Practice","year":2016,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Bladder cancer; Referral; Cancer; Medical record; Cancer registry; Population; Chemotherapy; Internal medicine; Poisson regression; Palliative care; Intensive care medicine; Oncology; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001836082,0.0001526344,0.000602528,0.0000661255,0.00003487299,0.000004530258,0.0001547279,0.00008665187,0.00006734211],"category_scores_gemma":[0.0004297333,0.00008522935,0.0003467216,0.0002050804,0.0000865687,0.00017013,0.00003141907,0.0001976956,2.202926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215948,"about_ca_system_score_gemma":0.0007756501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007299222,"about_ca_topic_score_gemma":0.00009067667,"domain_scores_codex":[0.9980395,0.000144195,0.0008866789,0.0001597524,0.0005918345,0.0001780206],"domain_scores_gemma":[0.9926294,0.001570735,0.001348564,0.0001264221,0.00425578,0.00006908866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0323572,0.0006846504,0.8674458,0.0003061629,0.003288948,0.000008387468,0.001231141,0.01461044,0.002943081,0.0004163342,0.01271643,0.06399137],"study_design_scores_gemma":[0.02092199,0.001970223,0.8926201,0.003437292,0.0006105841,0.00001594699,0.0003595175,0.00009111322,0.006000853,0.0006508484,0.07312787,0.000193591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95058,0.02198389,0.001193491,0.02093899,0.002664231,0.001743321,0.0007351037,0.000008198082,0.0001527812],"genre_scores_gemma":[0.984247,0.008207947,0.00246044,0.003595167,0.001274435,0.00003970643,0.00000298624,0.00002608691,0.0001462163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06379778,"threshold_uncertainty_score":0.3475552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0860858806100914,"score_gpt":0.4213776359744696,"score_spread":0.3352917553643783,"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."}}