{"id":"W2341616996","doi":"10.1016/j.juro.2016.01.122","title":"Low Other Cause Mortality Rates Reflect Good Patient Selection in Patients with Prostate Cancer Treated with Radical Prostatectomy","year":2016,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Urology; Selection (genetic algorithm); Prostate; Oncology; Cancer; Gynecology; 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":[0.0007542889,0.00022264,0.000310332,0.0005664326,0.0002516597,0.0004609019,0.0002281285,0.0003382686,0.00183751],"category_scores_gemma":[0.002983764,0.0001096877,0.0004034675,0.0005628776,0.0002984432,0.0003602822,0.0004204834,0.0004624673,0.000202631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008195,"about_ca_system_score_gemma":0.0002511212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006972536,"about_ca_topic_score_gemma":0.001434852,"domain_scores_codex":[0.999436,0.0002300021,0.00006058543,0.00008706009,0.0001184725,0.00006782633],"domain_scores_gemma":[0.9974481,0.0006225898,0.001438815,0.0001160419,0.0001051047,0.0002693307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006987005,0.00001054032,0.9984497,0.000007174398,0.00002868648,0.00002875762,0.00002365124,0.00006098349,0.0001236649,0.000009682026,0.00004772746,0.001139481],"study_design_scores_gemma":[0.00000346691,0.00007344852,0.9991811,0.000004010545,0.00001691576,0.0002732496,0.0000471697,0.0002121852,0.00007820725,0.00003177194,0.00007562993,0.00000284176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988407,0.0003123981,0.0002134875,0.00005345271,0.000006286798,0.000007560067,0.0001494927,0.00000522402,0.0004113535],"genre_scores_gemma":[0.9996475,0.00004809483,0.00007863205,0.00002652158,0.00001043931,0.000003427129,0.0001418719,0.000001134151,0.0000424554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00183751,"threshold_uncertainty_score":0.006147146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203305422659025,"score_gpt":0.2785730960289104,"score_spread":0.2665400418023202,"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."}}