{"id":"W2319593952","doi":"10.1016/j.euf.2017.01.017","title":"Survival Outcomes in Octogenarian and Nonagenarian Patients Treated with First-line Androgen Deprivation Therapy for Organ-confined Prostate Cancer","year":2017,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Androgen deprivation therapy; Prostate cancer; Comorbidity; Internal medicine; Proportional hazards model; Population; Cancer; Confounding; Epidemiology","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":[0.000171323,0.0002354274,0.0003930905,0.00008532836,0.0002350771,0.00004502913,0.0001096455,0.0000513858,0.00003246819],"category_scores_gemma":[0.00008986293,0.0001601214,0.00004285275,0.00005205295,0.0001197602,0.00008557948,0.00004855399,0.00008998535,0.000006445113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005486046,"about_ca_system_score_gemma":0.00005635903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000379578,"about_ca_topic_score_gemma":0.001766809,"domain_scores_codex":[0.998837,0.00007313621,0.0002481469,0.0004387199,0.0001002563,0.0003027535],"domain_scores_gemma":[0.9990909,0.00007646466,0.0001985179,0.0004091213,0.0001143117,0.0001106796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002206424,0.0003795279,0.9672922,0.00001854719,0.0002430933,0.0001233913,0.0003566129,0.00000730042,0.00006538761,0.00002876325,0.00006309173,0.02921566],"study_design_scores_gemma":[0.02038684,0.002792147,0.9698374,0.00003138226,0.0001091592,0.00000541549,0.000007061153,0.00002768547,0.001192856,0.00003214522,0.005417039,0.0001608739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887485,0.000475128,0.00002293399,0.007941707,0.0001019652,0.001625235,0.0001229531,0.00003863647,0.000922939],"genre_scores_gemma":[0.9977616,0.0009924895,0.00007921202,0.0004830268,0.00006195471,0.0002024676,0.0001176044,0.00006088037,0.0002407731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02905479,"threshold_uncertainty_score":0.6529562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206060794338868,"score_gpt":0.2706153824936259,"score_spread":0.2485547745502372,"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."}}