{"id":"W2976164237","doi":"10.1002/cncr.32498","title":"Prostate cancer in young men: An emerging young adult and older adolescent challenge","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"","keywords":"Overdiagnosis; Medicine; Prostate cancer; Incidence (geometry); Epidemiology; Disease; Cancer; Gerontology; Demography; Obesity; Mortality rate; Young adult; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008081405,0.0002308914,0.0003565711,0.00009251905,0.00004313156,0.00002574382,0.00005558429,0.00007299854,0.0004763032],"category_scores_gemma":[0.000004723581,0.0001915229,0.00004504592,0.0001428055,0.00003987116,0.0001881965,0.00004036538,0.000191369,0.00001556242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644143,"about_ca_system_score_gemma":0.0001553975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00303547,"about_ca_topic_score_gemma":0.004522407,"domain_scores_codex":[0.9985787,0.0000245895,0.0002435824,0.0005185049,0.0002193558,0.0004152746],"domain_scores_gemma":[0.9993225,0.000008166428,0.00007969872,0.0002804021,0.0001153577,0.000193884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858006,0.0002511776,0.9528614,0.0003879316,0.00007603209,0.00004385754,0.004439252,0.00003711929,0.001038321,0.00008563988,0.0005195077,0.04007391],"study_design_scores_gemma":[0.005791367,0.0003301921,0.9845421,0.002025909,0.0001063,0.00001234799,0.001348287,0.0008364147,0.002954822,0.00003008734,0.001702357,0.0003197878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710699,0.02097481,0.000001318114,0.003630049,0.0005361869,0.00124319,0.00006346049,0.00004470265,0.002436338],"genre_scores_gemma":[0.9562598,0.0410689,0.00002532699,0.0005581182,0.0001952585,0.0007914186,0.00001930343,0.00004517556,0.00103669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03975412,"threshold_uncertainty_score":0.7810076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516418095567663,"score_gpt":0.3032742180322792,"score_spread":0.2881100370766026,"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."}}