{"id":"W4252677965","doi":"10.1111/j.1442-2042.2012.03075.x","title":"IJU this issue","year":2012,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphadenectomy; Perspective (graphical); Cancer; General surgery; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001117563,0.0009590111,0.001065664,0.001901794,0.001355823,0.005958207,0.001634031,0.00313282,0.4228206],"category_scores_gemma":[0.007809746,0.0003915915,0.001078311,0.001155335,0.000612214,0.003460333,0.002475097,0.003626372,0.2826274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886271,"about_ca_system_score_gemma":0.002108553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006723608,"about_ca_topic_score_gemma":0.0008974903,"domain_scores_codex":[0.998696,0.0001742167,0.0001248261,0.0001937214,0.0006390644,0.0001721578],"domain_scores_gemma":[0.9960775,0.0005862347,0.0002531634,0.0003492339,0.001817406,0.0009164409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000168945,0.00003165823,0.0001171705,0.0002797544,0.000006542503,0.0000797221,0.00002487728,0.00001537027,0.0001109139,0.001214153,0.9219053,0.07619777],"study_design_scores_gemma":[0.00000436323,0.000009514416,0.0001342646,0.0001570904,0.000003227668,0.0001698748,0.00002664409,0.0000121264,0.00004212507,0.0004510381,0.9989865,0.000003200963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008546072,0.03109957,0.001409949,0.04753748,0.5764687,0.0002252781,0.001755241,0.001518533,0.3391306],"genre_scores_gemma":[0.006786883,0.03325719,0.001563689,0.04919947,0.2855282,0.0002042096,0.003320064,0.001040802,0.6190996],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5771794,"threshold_uncertainty_score":0.8232764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929068144113904,"score_gpt":0.3326354296330624,"score_spread":0.3133447481919234,"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."}}