{"id":"W2041365664","doi":"10.1200/jco.2005.03.3134","title":"Active Surveillance for Prostate Cancer: For Whom?","year":2005,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Watchful waiting; Prostate cancer; Prostate-specific antigen; Prostate; Cancer; Oncology; Internal medicine; Prostatectomy; Disease; Gynecology","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":[0.002473128,0.0005045506,0.001122404,0.001044869,0.001293895,0.003402742,0.000874901,0.004080794,0.01295564],"category_scores_gemma":[0.008786776,0.0002437763,0.0006144166,0.001149099,0.001747324,0.008900672,0.001353377,0.003408422,0.00627967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286965,"about_ca_system_score_gemma":0.004233382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308261,"about_ca_topic_score_gemma":0.01144154,"domain_scores_codex":[0.9986908,0.0004397396,0.0001230514,0.0001820206,0.0002945053,0.0002698623],"domain_scores_gemma":[0.9965181,0.0003633332,0.0004136649,0.000287415,0.00106188,0.001355574],"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":[0.0001631425,0.0002279616,0.03859461,0.0006472856,0.00005189445,0.001299729,0.0009333691,0.00006341666,0.0004962404,0.007231054,0.4295733,0.5207179],"study_design_scores_gemma":[0.00008273171,0.000257717,0.01992942,0.006028118,0.0001259085,0.01040902,0.009415741,0.0002269554,0.0004446818,0.02283824,0.9301193,0.0001223517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.009940004,0.1830735,0.003305534,0.7311261,0.0292219,0.0001548516,0.000588981,0.0002555325,0.04233359],"genre_scores_gemma":[0.1930435,0.237898,0.009554197,0.4442698,0.05508581,0.0003684692,0.001018074,0.0003283581,0.05843384],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01295564,"threshold_uncertainty_score":0.04334092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2759594971584319,"score_gpt":0.5825686908229413,"score_spread":0.3066091936645093,"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."}}