{"id":"W2146725299","doi":"10.1097/01.ju.0000141712.79986.77","title":"ACTIVE SURVEILLANCE WITH SELECTIVE DELAYED INTERVENTION: USING NATURAL HISTORY TO GUIDE TREATMENT IN GOOD RISK PROSTATE CANCER","year":2004,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Natural history; Prostate cancer; Intervention (counseling); Cancer; Oncology; Intensive care medicine; Gynecology; Internal medicine; Nursing","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":[0.002158967,0.0002822848,0.0003107672,0.0006602433,0.0001352358,0.0005462072,0.0003580724,0.0002339285,0.0004619873],"category_scores_gemma":[0.006257748,0.0001106691,0.0002224751,0.0003021231,0.0005305525,0.0005560804,0.0003221259,0.0004137714,0.00009155239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004183801,"about_ca_system_score_gemma":0.0004320901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006820117,"about_ca_topic_score_gemma":0.001421924,"domain_scores_codex":[0.9993086,0.0005031676,0.0000364118,0.00005074072,0.00007949019,0.00002153778],"domain_scores_gemma":[0.9974656,0.001601296,0.000574213,0.000102201,0.0001313696,0.0001252391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003538393,0.0003119851,0.3358446,0.001173355,0.000202804,0.0001975631,0.0002974735,0.002955208,0.002011092,0.0009265615,0.001860473,0.6506805],"study_design_scores_gemma":[0.001103747,0.01666105,0.8877245,0.002750788,0.001207115,0.006531538,0.0007506013,0.02227351,0.00708564,0.008038214,0.04565281,0.0002205465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7248247,0.2275891,0.03193813,0.005415665,0.0005382015,0.0004168986,0.0003302817,0.0001877409,0.008759328],"genre_scores_gemma":[0.9673697,0.02213761,0.008950913,0.0004750302,0.0004655421,0.00007729625,0.0001228293,0.00001387893,0.0003870742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158967,"threshold_uncertainty_score":0.01141787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402247291034809,"score_gpt":0.294963993910763,"score_spread":0.2809415210004149,"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."}}