{"id":"W4280534551","doi":"10.1097/ju.0000000000002758","title":"Clinically Localized Prostate Cancer: AUA/ASTRO Guideline, Part II: Principles of Active Surveillance, Principles of Surgery, and Follow-Up","year":2022,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Guideline; Prostate cancer; Systematic review; MEDLINE; Management of prostate cancer; Evidence-based medicine; Watchful waiting; Medical physics; Cancer; Intensive care medicine; Family medicine; Gynecology; Alternative medicine; Pathology; Internal medicine","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":[0.02019333,0.001713801,0.003857461,0.004786026,0.002093154,0.003233622,0.005855157,0.01073943,0.003215431],"category_scores_gemma":[0.05190893,0.001367967,0.005046817,0.003842753,0.002652271,0.002924192,0.003538367,0.01015983,0.004291962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005240166,"about_ca_system_score_gemma":0.02997771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03089214,"about_ca_topic_score_gemma":0.06354474,"domain_scores_codex":[0.9740838,0.01010222,0.00790248,0.0009658564,0.006148885,0.0007967153],"domain_scores_gemma":[0.9667159,0.01095882,0.004118879,0.0008576294,0.01553904,0.00180974],"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":[0.0001065567,0.0001204253,0.002461022,0.01706689,0.0002713911,0.0004293717,0.0005796931,0.0009502429,0.0006997003,0.007959736,0.8338118,0.1355433],"study_design_scores_gemma":[0.0003056929,0.0003245493,0.01190404,0.0890905,0.0007194181,0.003017769,0.0005489045,0.0006643157,0.0004738965,0.01118891,0.8815956,0.0001665718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002873358,0.4718202,0.02839577,0.3932114,0.02577507,0.009991048,0.007658236,0.001036871,0.05923817],"genre_scores_gemma":[0.03152154,0.4053223,0.2536862,0.2337572,0.01224736,0.02044423,0.01815269,0.0005056104,0.02436282],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03089214,"threshold_uncertainty_score":0.1067938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05181466907616515,"score_gpt":0.3222304565195411,"score_spread":0.2704157874433759,"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."}}