{"id":"W1684623467","doi":"10.5489/cuaj.483","title":"Invasive bladder cancer: time is of the essence","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Bladder cancer; Cancer; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008257673,0.0005089297,0.001799671,0.001205428,0.002875919,0.009710228,0.001458612,0.003527777,0.01141798],"category_scores_gemma":[0.01624475,0.0003145855,0.0006524262,0.001607892,0.009455872,0.01524665,0.004288363,0.008322525,0.001720625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005745034,"about_ca_system_score_gemma":0.00989015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126776,"about_ca_topic_score_gemma":0.01947188,"domain_scores_codex":[0.996576,0.001070933,0.0002635436,0.0003667014,0.001175649,0.000547209],"domain_scores_gemma":[0.9804147,0.009316621,0.001602464,0.0006826246,0.003003081,0.004980506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007585828,0.0002150817,0.009573883,0.003668951,0.0002773867,0.0005658676,0.007673547,0.0006437856,0.002027767,0.15182,0.3751747,0.4476005],"study_design_scores_gemma":[0.00005308112,0.0002119391,0.007037915,0.002706906,0.0001026316,0.0006457716,0.01036963,0.0001684983,0.0002837351,0.1012604,0.8770481,0.0001114625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007977607,0.2744407,0.003064482,0.6668685,0.02107724,0.00001996856,0.0003645661,0.0001038868,0.02608297],"genre_scores_gemma":[0.3196558,0.3599994,0.003404508,0.2402834,0.05501242,0.00008193894,0.000554681,0.0003056565,0.02070211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01141798,"threshold_uncertainty_score":0.04367125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018848041492143,"score_gpt":0.2282087830465854,"score_spread":0.218020302631664,"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."}}