{"id":"W3034688971","doi":"10.1016/j.euo.2020.05.006","title":"Key Perspectives on Managing Older Patients with Prostate Cancer: What We Know About the Fit and What We Need to Know About the Frail","year":2020,"lang":"en","type":"letter","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Need to know; Key (lock); Prostate cancer; Cancer; Intensive care medicine; Internal medicine; Computer science; Computer security","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004076217,0.0007458437,0.0009673091,0.0003109578,0.0005576095,0.0003694346,0.0006626575,0.000361267,0.0002950432],"category_scores_gemma":[0.00008511376,0.0003843709,0.000152981,0.0004079456,0.00137424,0.0002994567,0.000517805,0.003619858,0.0003750241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504116,"about_ca_system_score_gemma":0.0004231032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004030781,"about_ca_topic_score_gemma":0.00006188131,"domain_scores_codex":[0.9947867,0.001715654,0.0004488078,0.001369287,0.0005408053,0.001138767],"domain_scores_gemma":[0.9975269,0.0007061925,0.0003236597,0.0008494912,0.0003259551,0.0002678152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004526353,0.0002301601,0.002301344,0.0002209572,0.001051061,0.003678467,0.04270273,0.00002345331,0.000009692239,0.00002511407,0.7295607,0.21567],"study_design_scores_gemma":[0.004907951,0.00594899,0.01141818,0.001030279,0.000514451,0.00006772141,0.006812035,0.00001839125,0.000006327931,0.00002977745,0.9688622,0.0003836337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01400111,0.1262971,0.000003841275,0.8526134,0.001021988,0.002836516,0.00004649153,0.0001038154,0.003075654],"genre_scores_gemma":[0.01341202,0.3269674,0.00004110865,0.6424404,0.003073267,0.0004312601,0.0001927608,0.0002743698,0.01316737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2393016,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962835939552665,"score_gpt":0.294576433477559,"score_spread":0.2749480740820324,"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."}}