{"id":"W4396616752","doi":"10.3390/curroncol31050192","title":"Income Disparities in Survival and Receipt of Neoadjuvant Chemotherapy and Pelvic Lymph Node Dissection for Muscle-Invasive Bladder Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Lymph node; Oncology; Cohort; Gemcitabine; Internal medicine; Dissection (medical); Chemotherapy; Cancer; Urology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006985448,0.0001066416,0.000172616,0.0005542242,0.0003132594,0.0004514306,0.0002580239,0.0002013832,0.001960454],"category_scores_gemma":[0.00269754,0.00009011164,0.0002888713,0.0009433293,0.0002244493,0.000299467,0.0004692544,0.0003719234,0.0001340038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296612,"about_ca_system_score_gemma":0.0004613949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075385,"about_ca_topic_score_gemma":0.008857187,"domain_scores_codex":[0.9996532,0.00008906781,0.00003943843,0.00005207234,0.00006137898,0.0001048509],"domain_scores_gemma":[0.9985958,0.0002501851,0.0007642918,0.00004660512,0.00007985968,0.0002632904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004605109,0.00002149368,0.9991666,0.00000318096,0.0000229364,0.0000325498,0.00002815613,0.00003889995,0.00003717173,0.00003328886,0.00005678286,0.0005129998],"study_design_scores_gemma":[0.000003001263,0.00002343796,0.999451,0.00000474358,0.00001382209,0.00006101252,0.0001037755,0.0001839737,0.00002033042,0.0000337571,0.00009969556,0.000001440765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993173,0.0001155331,0.00002644494,0.00007283004,0.000003499805,0.000002678418,0.0001708946,6.105499e-7,0.0002902013],"genre_scores_gemma":[0.9998067,0.0000342584,0.00001170968,0.00001165763,0.000003112513,0.000001826681,0.00009959447,3.487703e-7,0.00003092681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006075385,"threshold_uncertainty_score":0.01208001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06247506646845135,"score_gpt":0.3966724704908424,"score_spread":0.334197404022391,"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."}}