{"id":"W1954158934","doi":"10.5489/cuaj.3230","title":"Penile cancer: Perspective from a Canadian tertiary care centre","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Genital Health and Disease","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Penile cancer; Penectomy; Interquartile range; Penile Carcinoma; Surgery; Proportional hazards model; Univariate analysis; Retrospective cohort study; Urology; Multivariate analysis; Penis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005517916,0.000507468,0.0003946151,0.001420076,0.003823519,0.002598545,0.001193325,0.001176714,0.01287733],"category_scores_gemma":[0.002019112,0.0002478978,0.0003931099,0.005137269,0.0007525801,0.0007098801,0.001070902,0.00123975,0.0007857446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02878349,"about_ca_system_score_gemma":0.04864728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9383812,"about_ca_topic_score_gemma":0.9776883,"domain_scores_codex":[0.9982563,0.0001802069,0.00005335804,0.0001125493,0.0006402395,0.0007573849],"domain_scores_gemma":[0.9956703,0.0001767252,0.0005030331,0.00003362097,0.001381784,0.002234439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003199507,0.0002583816,0.6622307,0.002377077,0.0002319284,0.01636431,0.009929642,0.0008407286,0.001566222,0.003544863,0.1681304,0.1342058],"study_design_scores_gemma":[0.00004630858,0.0002659259,0.870719,0.002734001,0.0001271403,0.008197506,0.0304886,0.0003289856,0.000166895,0.0003205648,0.08649591,0.000109075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6172214,0.07913887,0.0004469599,0.1445064,0.001362431,0.0001830832,0.01100959,0.0001022669,0.146029],"genre_scores_gemma":[0.9293455,0.04796926,0.0005491063,0.01380135,0.0006281528,0.00003107115,0.001878526,0.00002812297,0.005768863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0616188,"threshold_uncertainty_score":0.2088398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271639027987848,"score_gpt":0.259301761571342,"score_spread":0.2465853712914635,"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."}}