{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392281,0.0009107891,0.001343851,0.000759625,0.001714172,0.002454577,0.001083549,0.01278945,0.01844976],"category_scores_gemma":[0.01737485,0.0005785266,0.0009202299,0.0005306688,0.001089356,0.002478337,0.0008447656,0.0184678,0.0244403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253858,"about_ca_system_score_gemma":0.001818667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003559798,"about_ca_topic_score_gemma":0.005079406,"domain_scores_codex":[0.9987218,0.0002666383,0.0001884747,0.0001829228,0.0004807521,0.000159356],"domain_scores_gemma":[0.9957793,0.001522104,0.0002363164,0.0001541981,0.001647527,0.000660599],"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":[0.00005151992,0.00002502766,0.0005436458,0.00003695683,0.00001036361,0.001411879,0.00003242934,0.00003521303,0.0001208696,0.0003161331,0.9878491,0.009566794],"study_design_scores_gemma":[0.0001624271,0.00008707142,0.002258886,0.0004075831,0.00004131486,0.007791734,0.0004191071,0.0007488854,0.0003244111,0.003863137,0.9838204,0.00007488808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006035252,0.003534836,0.0002409551,0.9378719,0.0523491,0.00002649105,0.00019443,0.00009336818,0.005085319],"genre_scores_gemma":[0.007478456,0.004543158,0.0004388208,0.8364044,0.121561,0.00007266356,0.0002216865,0.00006950401,0.02921024],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01844976,"threshold_uncertainty_score":0.06172055,"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."}}