{"id":"W4230848299","doi":"10.1016/j.juro.2011.02.658","title":"838 VALIDATION OF A NOVEL TUMOR STAGE CLASSIFICATION FOR PREDICTION OF CANCER-SPECIFIC MORTALITY IN PATIENTS WITH SQUAMOUS CELL CARCINOMA OF THE PENIS","year":2011,"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; Stage (stratigraphy); Penile cancer; Sentinel node; Basal cell; Cancer; Corpus Spongiosum; Penis; Gynecology; Pathology; Internal medicine; Surgery; Breast cancer","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":[0.004129428,0.0005627574,0.0005142224,0.001108217,0.0003649778,0.0009673458,0.0006512707,0.0008835117,0.002150645],"category_scores_gemma":[0.0104383,0.0003172782,0.0007070774,0.0005567797,0.0003003081,0.0004608856,0.0006926195,0.0006959026,0.001590085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853639,"about_ca_system_score_gemma":0.0006101822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873037,"about_ca_topic_score_gemma":0.003597445,"domain_scores_codex":[0.9986902,0.0004977351,0.0001223252,0.0002066023,0.0003579538,0.000125225],"domain_scores_gemma":[0.9951637,0.001861837,0.0005876706,0.0005262186,0.001516449,0.0003440861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001416937,0.0001897076,0.9698878,0.00004431424,0.0001354346,0.0001037949,0.00009150506,0.001139451,0.002797113,0.00005415429,0.001783272,0.02235656],"study_design_scores_gemma":[0.0002971793,0.001539666,0.9688765,0.00011007,0.0002215691,0.00078771,0.0001640947,0.02010057,0.003981951,0.0002121729,0.00366517,0.00004348316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873173,0.001095849,0.004486816,0.0003737327,0.0002660801,0.0002511196,0.003372659,0.00006996581,0.00276653],"genre_scores_gemma":[0.9916014,0.0002427166,0.002614601,0.0001030717,0.00009710892,0.0001313383,0.004133034,0.00001832482,0.001058272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004129428,"threshold_uncertainty_score":0.02183872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06602433332190918,"score_gpt":0.2858382066472494,"score_spread":0.2198138733253402,"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."}}