{"id":"W2108922654","doi":"10.1016/j.ejso.2015.06.011","title":"Medical androgen deprivation therapy and increased non-cancer mortality in non-metastatic prostate cancer patients aged ≥66 years","year":2015,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Androgen deprivation therapy; Prostate cancer; Comorbidity; Hazard ratio; Prostatectomy; Internal medicine; Proportional hazards model; Epidemiology; Cancer; Prospective cohort study; Confidence interval; Oncology","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":[0.00211103,0.0001336556,0.0004981164,0.0001726039,0.00002762901,0.00001481737,0.0001137263,0.00005098421,0.0001908193],"category_scores_gemma":[0.0001034499,0.0000899191,0.00006913557,0.000234016,0.0001924409,0.0001121808,0.00006028965,0.000465265,0.000008718927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002943173,"about_ca_system_score_gemma":0.0008054623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499072,"about_ca_topic_score_gemma":0.00004149872,"domain_scores_codex":[0.9976769,0.0006628268,0.0005802831,0.0001827008,0.0006277879,0.0002695041],"domain_scores_gemma":[0.9986815,0.000123894,0.0002645668,0.00009517328,0.0002625731,0.0005722304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004505625,0.0008301262,0.8151124,0.00002925779,0.000212743,0.008961082,0.001158844,0.000007796999,0.0001546943,0.000001494382,0.00092698,0.168099],"study_design_scores_gemma":[0.03280634,0.002653538,0.9450762,0.0002146567,0.00005953138,0.0001475023,0.00009081818,0.00008009517,0.0001677947,0.00002544668,0.01857766,0.0001004431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951423,0.001838008,0.000004262996,0.001348418,0.000191524,0.000372405,0.00001041579,0.000005556473,0.001087154],"genre_scores_gemma":[0.9863483,0.01290618,0.0001096026,0.0003049113,0.0002009385,0.00001279517,0.0000149938,0.00002334618,0.00007897927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679985,"threshold_uncertainty_score":0.3666795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06082732432159396,"score_gpt":0.3713799595873057,"score_spread":0.3105526352657118,"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."}}