{"id":"W2594173744","doi":"10.1016/j.critrevonc.2012.07.005","title":"Active surveillance for low-risk prostate cancer","year":2012,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Overdiagnosis; Prostate cancer; Medicine; Cancer; Asymptomatic; Disease; Gynecology; Internal medicine; Intensive care medicine; Family medicine; Oncology","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":[0.001087538,0.0008445164,0.001991483,0.002407026,0.0002188023,0.0009210804,0.0008325708,0.0008017825,0.003123677],"category_scores_gemma":[0.003436892,0.0003332537,0.000972442,0.001631836,0.0004484472,0.0009778995,0.0005800453,0.001451035,0.0005820647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166339,"about_ca_system_score_gemma":0.001498763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395104,"about_ca_topic_score_gemma":0.00442532,"domain_scores_codex":[0.9994931,0.0001410881,0.000117447,0.00008497104,0.0001362341,0.00002712537],"domain_scores_gemma":[0.9981654,0.001155644,0.0003607051,0.00003165941,0.0002199089,0.00006671331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001147273,0.00004070593,0.0003438068,0.03696232,0.0003277443,0.00008161362,0.00003072956,0.0001288582,0.0002985701,0.0005052509,0.01800218,0.9431635],"study_design_scores_gemma":[0.0002928071,0.0006077736,0.006347873,0.07236055,0.004701487,0.003435039,0.0001565795,0.000251897,0.0009287065,0.002034367,0.9088112,0.00007175148],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004109066,0.9995117,0.00003139468,0.0001239363,0.0001094269,0.00000296076,0.00000750545,0.000001756119,0.00017016],"genre_scores_gemma":[0.001057835,0.9980317,0.0001162091,0.0003713753,0.0002550476,0.000007270634,0.00001838277,9.225643e-7,0.0001412583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003123677,"threshold_uncertainty_score":0.01044971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082403831902857,"score_gpt":0.4795322791321462,"score_spread":0.3712918959418605,"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."}}