{"id":"W2031731044","doi":"10.3747/co.v17i0.705","title":"Role of Surgery in High-Risk Localized Prostate Cancer","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Context (archaeology); Randomized controlled trial; Radiation therapy; Lymphadenectomy; Surgery; Population; Life expectancy; Number needed to harm; Natural history; Disease; Lymph node; Cancer; Internal medicine; Number needed to treat; Relative risk","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001258135,0.000363496,0.0007294175,0.0004893293,0.0002706339,0.0008887813,0.0004633189,0.0006020666,0.004614009],"category_scores_gemma":[0.004122864,0.000074796,0.0006618709,0.0005275828,0.0005638883,0.000638928,0.0004112339,0.001038803,0.0006068647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806543,"about_ca_system_score_gemma":0.001103119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035044,"about_ca_topic_score_gemma":0.002128461,"domain_scores_codex":[0.9995556,0.0002570624,0.00003316389,0.00004035366,0.00007382043,0.00003995327],"domain_scores_gemma":[0.9972019,0.001463841,0.0004397809,0.00009628374,0.0002605305,0.0005375133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003264902,0.0002642999,0.03373761,0.003213831,0.0003808347,0.0003859373,0.00006483906,0.0006890001,0.0004992095,0.001131945,0.01206442,0.9443031],"study_design_scores_gemma":[0.002240002,0.02094631,0.5786526,0.01748534,0.003549227,0.01288151,0.001460744,0.004285107,0.00189277,0.02354189,0.3327364,0.0003282106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04363774,0.9338712,0.0005240547,0.01162358,0.001603244,0.00002409861,0.0001678627,0.00003879004,0.008509438],"genre_scores_gemma":[0.472412,0.5112667,0.001063355,0.005434154,0.007182745,0.000050745,0.0004937777,0.000022442,0.002074017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004614009,"threshold_uncertainty_score":0.01543534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05270133240666827,"score_gpt":0.3780266757404659,"score_spread":0.3253253433337976,"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."}}