{"id":"W2014232120","doi":"10.3747/co.v17i0.713","title":"Active Surveillance for Prostate Cancer: Patient Selection and Management","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Disease; Cancer; Prostate; Quality of life (healthcare); Management of prostate cancer; Intensive care medicine; Prostate-specific antigen; Oncology; Internal medicine; Gynecology","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":[0.002045607,0.0003537077,0.00063105,0.0008761925,0.001020376,0.001425014,0.0008313095,0.001464453,0.002610258],"category_scores_gemma":[0.004830233,0.0001797589,0.0003041849,0.0006255708,0.0004869776,0.001395403,0.001117044,0.00155373,0.0009401404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005280232,"about_ca_system_score_gemma":0.001138581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003248608,"about_ca_topic_score_gemma":0.0006162003,"domain_scores_codex":[0.9986885,0.000677111,0.0001099748,0.00009727666,0.0003480068,0.00007907979],"domain_scores_gemma":[0.9986864,0.0003789015,0.0002817691,0.00004202427,0.0001858585,0.0004250725],"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":[0.0002718159,0.0007889331,0.240914,0.0006102149,0.00006096033,0.005774917,0.001110415,0.00103369,0.002107249,0.00447695,0.07207417,0.6707768],"study_design_scores_gemma":[0.0004573699,0.004868059,0.5095127,0.003983972,0.0002231674,0.1524247,0.007363738,0.01263956,0.003079397,0.04773856,0.2573781,0.0003306855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3892801,0.1942277,0.0841687,0.2356799,0.003986398,0.002853003,0.000572335,0.001120043,0.08811191],"genre_scores_gemma":[0.8278118,0.0879897,0.0384697,0.02009961,0.01715259,0.001235418,0.0008542685,0.000117437,0.006269555],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002610258,"threshold_uncertainty_score":0.0108183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779270714361809,"score_gpt":0.3809688938982215,"score_spread":0.3431761867546034,"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."}}