{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003309847,0.00009753308,0.0004123996,0.000191143,0.00001251384,0.000002037478,0.00007541856,0.00004887741,0.00009747072],"category_scores_gemma":[0.000179782,0.00009789347,0.00003434243,0.0002383094,0.0002610543,0.00002266129,0.00008773772,0.0002398471,0.00002016178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005330638,"about_ca_system_score_gemma":0.0003867844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892164,"about_ca_topic_score_gemma":0.002255378,"domain_scores_codex":[0.9988164,0.0003505946,0.0003101528,0.0002543144,0.0000587898,0.0002097737],"domain_scores_gemma":[0.9994435,0.0001644806,0.00008744285,0.0001691266,0.0000601402,0.00007530457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007851449,0.000571423,0.3343159,0.0005477538,0.0003970625,0.001809809,0.006042092,0.0003572198,0.00584417,0.001918548,0.003498474,0.6368461],"study_design_scores_gemma":[0.007855992,0.001916303,0.7273379,0.00008341578,0.0001981975,0.00004316686,0.0006277569,0.00009389879,0.0001190737,0.0002088535,0.2613667,0.0001487856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612767,0.005433661,0.0000570168,0.004387878,0.0004331637,0.0003104112,0.0000116793,0.00001946001,0.02807003],"genre_scores_gemma":[0.9911522,0.0008104453,0.0001409885,0.006509378,0.00002886569,0.00001610796,0.000005811232,0.0000167195,0.001319504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6366973,"threshold_uncertainty_score":0.399198,"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."}}