{"id":"W4412492574","doi":"10.1016/j.euo.2025.04.008","title":"Years of Life Lost in Metastatic and Locally Advanced Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Cancer; Prostate; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006965253,0.0002484408,0.0004285868,0.001166925,0.000537739,0.0009698337,0.0005207543,0.0007403084,0.003807765],"category_scores_gemma":[0.003956674,0.0001409556,0.001153676,0.001087003,0.0003636921,0.0009505257,0.00126945,0.001060018,0.0004072019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008376817,"about_ca_system_score_gemma":0.0004647769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00833365,"about_ca_topic_score_gemma":0.009256449,"domain_scores_codex":[0.9995011,0.0001544175,0.00004456415,0.00005514254,0.00006499269,0.0001797647],"domain_scores_gemma":[0.9985062,0.000303761,0.000470167,0.00003759046,0.0001124307,0.000569679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001074737,0.00015535,0.9839603,0.0001098888,0.000310669,0.0004526518,0.0003780987,0.001055174,0.00009655573,0.0002764278,0.001184711,0.01094549],"study_design_scores_gemma":[0.00001271201,0.0003110254,0.9957112,0.00006985887,0.00009380988,0.0008164323,0.000956561,0.0004052801,0.00002628782,0.0003339895,0.001246184,0.00001656236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894372,0.00447848,0.0000954081,0.0004167448,0.00009255653,0.000007200583,0.001812538,0.000007376509,0.003652384],"genre_scores_gemma":[0.9979907,0.0005394422,0.00001649967,0.00005331639,0.00002143492,0.000002997884,0.0007171343,0.000002128529,0.0006562141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00833365,"threshold_uncertainty_score":0.01657027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205757549728478,"score_gpt":0.3004577217629125,"score_spread":0.2884001462656277,"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."}}