{"id":"W3022262803","doi":"10.1016/j.juro.2012.02.1868","title":"1417 HYPOXIA IS INDEPENDENTLY ASSOCIATED WITH POOR OUTCOME IN UROTHELIAL BLADDER CANCER PATIENTS TREATED WITH RADICAL CYSTECTOMY","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Library science; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002315418,0.000151678,0.0004104025,0.0007030841,0.0003819242,0.0006428684,0.0002466071,0.0004825957,0.005940304],"category_scores_gemma":[0.002067362,0.0001927701,0.000448275,0.001113225,0.000217975,0.0003061517,0.0003715156,0.0005756667,0.0007484205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530673,"about_ca_system_score_gemma":0.0005143552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641008,"about_ca_topic_score_gemma":0.01956506,"domain_scores_codex":[0.9997731,0.00004221468,0.00002190589,0.0000236205,0.00008174972,0.00005736966],"domain_scores_gemma":[0.9987602,0.000212293,0.0004378207,0.00004182147,0.0002385639,0.0003093136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001699876,0.00002269213,0.9941717,0.00003413399,0.00005110753,0.00008696916,0.00002470769,0.00003067248,0.0001487366,0.00001333437,0.001732662,0.003513239],"study_design_scores_gemma":[0.000007970005,0.00004075581,0.9988457,0.00002921772,0.00004917847,0.0001666448,0.00006893076,0.0001096447,0.00004963476,0.00002338854,0.0006033715,0.000005576242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849883,0.006851634,0.0001191238,0.001428628,0.0001709551,0.00001887755,0.002315621,0.00001914516,0.004087764],"genre_scores_gemma":[0.9938225,0.002123256,0.00008002907,0.000154939,0.0002793777,0.0000173775,0.002088134,0.00000762028,0.001426781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641008,"threshold_uncertainty_score":0.03262913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926919844000826,"score_gpt":0.2790939190783032,"score_spread":0.2598247206382949,"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."}}