{"id":"W2092418410","doi":"10.1016/j.juro.2010.02.1022","title":"648 TUMOR GRADE IMPROVES THE ABILITY OF THE PROGNOSTIC ABILITY OF AJCC STAGES IN PATIENTS WITH PENILE CARCINOMA","year":2010,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metropolitan area; Art history; History; Pathology","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":[0.0009552572,0.000331796,0.0005584898,0.0009485671,0.0003381718,0.001222294,0.0003151309,0.0006863552,0.005908968],"category_scores_gemma":[0.01007233,0.0002289232,0.0006229221,0.0009319112,0.0002064747,0.0007708171,0.0004946334,0.0007933188,0.001491964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004474771,"about_ca_system_score_gemma":0.0004284194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00882216,"about_ca_topic_score_gemma":0.01707522,"domain_scores_codex":[0.9993941,0.0001924179,0.00006646436,0.00008067131,0.0001760557,0.00009029365],"domain_scores_gemma":[0.9963456,0.001242619,0.0006988831,0.0002410201,0.0008235174,0.0006483822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006989726,0.00005300807,0.966464,0.0000337968,0.0001170605,0.0000779374,0.00004146248,0.0002191599,0.0002139783,0.00002486797,0.004732228,0.02732352],"study_design_scores_gemma":[0.00003629664,0.0002320429,0.9961527,0.00004858713,0.00014188,0.00028593,0.00005298878,0.0006651884,0.0001705189,0.00006885146,0.002124566,0.00002054025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661365,0.01119407,0.000392726,0.003889271,0.0005973378,0.00004455904,0.003667421,0.00009035566,0.01398769],"genre_scores_gemma":[0.9915729,0.001778094,0.0002970272,0.0003818672,0.0005492153,0.00001092,0.002173983,0.00002112082,0.003214908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00882216,"threshold_uncertainty_score":0.01976746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007073818370143987,"score_gpt":0.2453461845565069,"score_spread":0.2382723661863629,"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."}}