{"id":"W2063908487","doi":"10.1016/j.eururo.2006.07.042","title":"Prostate Cancer Nomograms: An Update","year":2006,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nomogram; Medicine; Prostate cancer; Prostate-specific antigen; Oncology; Cancer; Urology; 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":[0.000120142,0.0001468266,0.0001915064,0.00005626863,0.00005673541,0.00001745542,0.00007139715,0.00002682295,0.0003269615],"category_scores_gemma":[0.000006198045,0.0001178972,0.00005302731,0.00009312468,0.00008790676,0.00005643459,0.00003767586,0.0001148671,0.0004049046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004892439,"about_ca_system_score_gemma":0.00004197235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000219948,"about_ca_topic_score_gemma":0.0000977909,"domain_scores_codex":[0.9989442,0.0001172235,0.0001967363,0.0003373401,0.00008714126,0.0003174149],"domain_scores_gemma":[0.9994546,0.00001305457,0.00006385507,0.000296146,0.00005301795,0.0001193635],"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":[0.0008818384,0.001857139,0.7432579,0.00006318609,0.0002387824,0.004014871,0.0004435075,0.0003544719,0.002958867,0.002958523,0.04804077,0.1949301],"study_design_scores_gemma":[0.001972342,0.00118887,0.435747,0.00001151014,0.0001294512,0.00007661578,0.000009403154,0.00005338806,0.0007289647,0.0001810742,0.5597594,0.0001419176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584098,0.003162544,0.00002508118,0.006224497,0.0002828312,0.0003809016,0.00004547066,0.000177168,0.03129163],"genre_scores_gemma":[0.9927394,0.0006120349,0.000223111,0.00454521,0.0004523473,0.00005041964,0.0001843386,0.00005113853,0.001141996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5117187,"threshold_uncertainty_score":0.5204364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111287150775918,"score_gpt":0.2621431473867563,"score_spread":0.2510302758789971,"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."}}