{"id":"W2060609594","doi":"10.1016/j.eururo.2010.10.003","title":"A Competing-Risks Analysis of Survival After Alternative Treatment Modalities for Prostate Cancer Patients: 1988–2006","year":2010,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Internal medicine; Epidemiology; Proportional hazards model; Urology; Radiation therapy; Surgery; 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":[0.003701117,0.0005381184,0.0009404513,0.001105956,0.0003901999,0.0009072358,0.00104297,0.0008698572,0.001641907],"category_scores_gemma":[0.004985569,0.0004650286,0.003379022,0.00144327,0.0003307185,0.0006183464,0.000657195,0.001402176,0.0001211179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359902,"about_ca_system_score_gemma":0.0008378309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355133,"about_ca_topic_score_gemma":0.0268411,"domain_scores_codex":[0.9986777,0.0006214306,0.0001193912,0.0002176591,0.0001485948,0.0002152136],"domain_scores_gemma":[0.9952469,0.001992569,0.001701527,0.0003326325,0.0002637052,0.0004624946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02118242,0.0002529889,0.9498926,0.0001623215,0.005115243,0.0002685126,0.000240758,0.01119168,0.0006289724,0.0007084075,0.001367194,0.008988865],"study_design_scores_gemma":[0.000500528,0.001443188,0.9724352,0.00004269032,0.00262354,0.0006857393,0.0003345534,0.01989154,0.0002419369,0.0003931549,0.001362131,0.00004591644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970677,0.0009156786,0.0003834701,0.0001569695,0.00001296597,0.00001143485,0.001165621,0.0000061689,0.0002798618],"genre_scores_gemma":[0.9972556,0.0002011004,0.0002991616,0.00002740337,0.00001997713,0.00001146168,0.001847218,0.000005608709,0.000332427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355133,"threshold_uncertainty_score":0.04682851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563299620039797,"score_gpt":0.3067853224082635,"score_spread":0.2811523262078655,"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."}}