{"id":"W1574416649","doi":"10.1002/cncr.27440","title":"Disparities in access to care at high‐volume institutions for uro‐oncologic procedures","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Volume (thermodynamics); Expanded access; Family medicine; Oncology","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":[0.00002494129,0.0001098647,0.0001909875,0.00006452039,0.00009936451,0.00001493575,0.00007782107,0.0000630397,0.0002718588],"category_scores_gemma":[0.00004692017,0.00008723581,0.00004359896,0.0001363651,0.00004223103,0.0001534429,0.00005230844,0.00005519361,0.0000269616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000826542,"about_ca_system_score_gemma":0.0003733485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334053,"about_ca_topic_score_gemma":0.00378089,"domain_scores_codex":[0.9993129,0.000007740137,0.000114778,0.0001623368,0.00009369818,0.0003085797],"domain_scores_gemma":[0.999615,0.00001493068,0.00002286667,0.0001259453,0.00006865836,0.0001526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003643407,0.0001343487,0.955576,0.000356123,0.00004302201,0.000003835349,0.001162278,0.00007648491,0.0002654609,0.0004390565,0.03802012,0.003558915],"study_design_scores_gemma":[0.001756488,0.0001960569,0.8185686,0.0001332076,0.0001091377,0.000004810061,0.0001366673,0.00000214838,0.00258358,0.00004618635,0.1763318,0.0001312857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769728,0.009924633,0.0000948154,0.004606062,0.001166737,0.001932046,0.0003156204,0.00006604831,0.004921228],"genre_scores_gemma":[0.9910918,0.0001676103,0.0001852349,0.002896823,0.0005570236,0.002585723,0.00004382213,0.00001579469,0.002456149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383117,"threshold_uncertainty_score":0.3557373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07995729014522246,"score_gpt":0.3995122988273644,"score_spread":0.319555008682142,"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."}}