{"id":"W4304892112","doi":"10.1016/j.clgc.2022.10.002","title":"Disparities in Access to Novel Systemic Therapies in Patients With Urinary Tract Cancer: Propagating Access, Policies and Resources Uniformly","year":2022,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Clinical trial; Expanded access; Intensive care medicine; Cabozantinib; Cancer; Urothelial carcinoma; Disease; Clinical Practice; Oncology; Bladder cancer; Internal medicine; Family 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":[0.0002838323,0.000294259,0.0006774182,0.0002639166,0.0002025359,0.00008853881,0.0003550567,0.00008123879,0.0001379228],"category_scores_gemma":[0.00003624323,0.0002297147,0.00007258412,0.0005861701,0.0001475088,0.0003984485,0.0005013695,0.0005835546,0.000001153532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456026,"about_ca_system_score_gemma":0.0004019379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007018601,"about_ca_topic_score_gemma":0.0004788284,"domain_scores_codex":[0.9976649,0.0001477984,0.0006952636,0.0005719863,0.0004489752,0.0004711229],"domain_scores_gemma":[0.9990685,0.0001612298,0.0001961614,0.000293233,0.00007803344,0.0002028357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00370943,0.00216555,0.985271,0.0002422164,0.000100002,0.0001005997,0.001112819,0.0003625915,0.00002082734,0.000003246422,0.0002033849,0.006708312],"study_design_scores_gemma":[0.007174132,0.002817981,0.9864219,0.0006033831,0.00007802571,0.00003480001,0.0006526989,0.00002710188,0.00001542298,0.00001810995,0.001876678,0.0002797385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916697,0.003548606,0.000001599945,0.002398851,0.0002961769,0.001546363,0.0002370318,0.00004569684,0.0002560483],"genre_scores_gemma":[0.9943357,0.001385728,0.00006132966,0.002057372,0.0003251731,0.001487084,0.00002131612,0.00005566241,0.000270685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006539772,"threshold_uncertainty_score":0.9995937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05980277892417523,"score_gpt":0.3806852778531116,"score_spread":0.3208824989289363,"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."}}