{"id":"W2949821396","doi":"10.1016/j.euo.2019.01.013","title":"Re: Shusuke Akamatsu, Masashi Kubota, Ryuji Uozumi, et al. Development and Validation of a Novel Prognostic Model for Predicting Overall Survival in Treatment-naïve Castration-sensitive Metastatic Prostate Cancer. Eur Urol Oncol 2019;2:320–328","year":2019,"lang":"en","type":"letter","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Overall survival; Cancer; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001481528,0.0007767183,0.001697721,0.0005803701,0.0001391493,0.00003975989,0.0002054929,0.0004538266,0.00002456444],"category_scores_gemma":[0.0003759922,0.0006641393,0.0001803379,0.0002194969,0.0003582851,0.0001714732,0.0001753977,0.0013943,0.00002246147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070642,"about_ca_system_score_gemma":0.003285012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000185744,"about_ca_topic_score_gemma":0.0004533847,"domain_scores_codex":[0.9945606,0.001264493,0.001288894,0.001335341,0.0004991726,0.001051519],"domain_scores_gemma":[0.996189,0.001780405,0.000916612,0.0004492316,0.0005016477,0.0001631128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04631164,0.01061745,0.09617826,0.006977648,0.01557512,0.02329552,0.07195532,0.03534922,0.01463513,0.0002570895,0.6423899,0.03645774],"study_design_scores_gemma":[0.1318097,0.03808565,0.02929393,0.001559724,0.005875311,0.001162935,0.00123193,0.1208486,0.002705661,0.000123287,0.6642474,0.003055838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5162612,0.001672214,0.002435151,0.45258,0.001471287,0.01818924,0.0024843,0.0001852531,0.004721396],"genre_scores_gemma":[0.5167906,0.00453398,0.0238137,0.3898716,0.002132249,0.005792658,0.02078159,0.001271664,0.03501203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08549941,"threshold_uncertainty_score":0.999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07546158276393353,"score_gpt":0.3527123459148482,"score_spread":0.2772507631509147,"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."}}