{"id":"W4293659406","doi":"10.3390/cancers14174149","title":"The Effect of Age on Prostate Cancer Survival","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Prostate cancer; Medicine; Prostate; Cancer; Mortality rate; Epidemiology; Survival rate; Internal medicine; Oncology; Gynecology","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":[0.0002058581,0.000105523,0.0002171829,0.00002661788,0.00020277,0.000006845475,0.00007632979,0.00001203886,0.0001752515],"category_scores_gemma":[0.00001897884,0.00006306571,0.00008960933,0.0001538104,0.000082116,0.00001221813,0.00004033698,0.0001393789,0.000003333467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007279,"about_ca_system_score_gemma":0.0003390361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008022829,"about_ca_topic_score_gemma":0.00009383912,"domain_scores_codex":[0.9991352,0.00007588978,0.0001286894,0.0001725456,0.000288608,0.0001990537],"domain_scores_gemma":[0.9994299,0.0001732862,0.00007616716,0.0002357196,0.00002088268,0.00006407425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01385527,0.0001387061,0.4904375,0.0005703169,0.001594586,0.0006072734,0.002559557,0.01843513,0.003143525,0.001308274,0.08603275,0.381317],"study_design_scores_gemma":[0.01262466,0.01850832,0.08997419,0.0003249751,0.0005423115,0.00001234255,0.0007287789,0.0002163074,0.09591512,0.0001020476,0.7806832,0.000367771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876377,0.00485511,2.696592e-7,0.001470654,0.001021112,0.0008447701,0.0001365626,0.00002387169,0.004009929],"genre_scores_gemma":[0.9948103,0.001573246,0.000002225706,0.0002746985,0.00007221852,0.001651952,0.00001844322,0.00001854987,0.001578295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6946504,"threshold_uncertainty_score":0.5248964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814794961164245,"score_gpt":0.3039147758832982,"score_spread":0.2857668262716558,"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."}}