{"id":"W2921415341","doi":"10.1200/jco.2019.37.7_suppl.38","title":"Do elderly men (>75) harbor more aggressive prostate cancer? Comparison of decipher and PAM50 TESTS among different age groups.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Genome British Columbia; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"DECIPHER; Medicine; Internal medicine; Cancer; Logistic regression; Prostate cancer; Oncology; Prostate; Population; Basal (medicine); Bioinformatics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000410472,0.0001776523,0.0001745673,0.0005951719,0.00019616,0.0004265031,0.0001671461,0.0002457949,0.001340546],"category_scores_gemma":[0.001374758,0.0001128257,0.0002681766,0.0006149679,0.0001869547,0.0003462892,0.0003138545,0.000235844,0.0003482684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321594,"about_ca_system_score_gemma":0.0001304954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536175,"about_ca_topic_score_gemma":0.002200899,"domain_scores_codex":[0.9998242,0.00003342141,0.00001613882,0.00004971722,0.0000325114,0.00004409224],"domain_scores_gemma":[0.9991872,0.0001460993,0.0004081863,0.0000494557,0.00004846816,0.00016065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000125639,0.000007182518,0.9983346,0.000003708197,0.00002271984,0.00003505272,0.00002914093,0.00002690601,0.000177428,0.00001168003,0.00005868334,0.001167369],"study_design_scores_gemma":[0.000002598617,0.00006027593,0.9992735,0.000001719531,0.00001935115,0.0001874556,0.00008663458,0.0001144168,0.00006777767,0.00002768461,0.0001567526,0.000001944964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989834,0.000201219,0.00007177245,0.0000257751,0.00000406374,0.000002048817,0.0003283888,0.000003797964,0.0003795025],"genre_scores_gemma":[0.9995657,0.00004384045,0.00004065001,0.00001530216,0.000005175418,0.000001730456,0.0002227336,0.000001199843,0.0001037687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001536175,"threshold_uncertainty_score":0.004484534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0976612869611432,"score_gpt":0.4959094721567694,"score_spread":0.3982481851956262,"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."}}