{"id":"W2604203648","doi":"10.1016/j.eururo.2017.03.020","title":"Local Therapy Improves Survival in Metastatic Prostate Cancer","year":2017,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Propensity score matching; Prostatectomy; Confidence interval; Confounding; Retrospective cohort study; Urology; Hazard ratio; Prostate; Radiation therapy; Internal medicine; Proportional hazards model; Oncology; Cancer","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":[0.0003045535,0.000154818,0.0005416341,0.0002059296,0.0001698923,0.0002727393,0.0001773005,0.000141352,0.005078572],"category_scores_gemma":[0.0007958543,0.00005925661,0.0004307269,0.0002613941,0.0002173601,0.0002507035,0.0002979289,0.0004244958,0.0003500649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578603,"about_ca_system_score_gemma":0.0003141015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008300889,"about_ca_topic_score_gemma":0.003840506,"domain_scores_codex":[0.9998736,0.00005681074,0.000005989825,0.00001371079,0.00002415995,0.00002571799],"domain_scores_gemma":[0.9997552,0.000077313,0.0000571442,0.0000150184,0.00001506143,0.00008039266],"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":[0.01671094,0.002606593,0.06318463,0.002534217,0.001136637,0.0004251062,0.0002925337,0.004790694,0.01594588,0.0007927206,0.01651013,0.8750698],"study_design_scores_gemma":[0.003173547,0.04017883,0.896057,0.0006573882,0.00248234,0.002146112,0.0005962013,0.001664354,0.005643443,0.002456997,0.04488987,0.00005391917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685247,0.1133751,0.0006100914,0.003213831,0.0004081672,0.00003923874,0.0005135508,0.0001769325,0.01313848],"genre_scores_gemma":[0.983227,0.01307023,0.0002284277,0.0005016568,0.0002385167,0.00001598506,0.0003847895,0.000019778,0.002313551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005078572,"threshold_uncertainty_score":0.01698953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171756802889916,"score_gpt":0.3560259746240684,"score_spread":0.3043084065951692,"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."}}