{"id":"W3021441020","doi":"10.1097/ju.0000000000000979.04","title":"PD62-04 LONG-TERM ONCOLOGICAL OUTCOMES FOLLOWING ACTIVE SURVEILLANCE OF LOW RISK PROSTATE CANCER: A POPULATION-BASED STUDY","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Sander; Population; Cancer; Cancer registry; Watchful waiting; Gynecology; Oncology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009439677,0.0002504049,0.0004474977,0.0005841932,0.0004590781,0.001202405,0.0006425655,0.0007435498,0.00273161],"category_scores_gemma":[0.002976968,0.0003712465,0.0008206744,0.001591054,0.000207803,0.0008695998,0.0009616439,0.001070124,0.0008664742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941663,"about_ca_system_score_gemma":0.0005024557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003406798,"about_ca_topic_score_gemma":0.003583116,"domain_scores_codex":[0.9994097,0.0001590646,0.00006359944,0.0001236449,0.0001547414,0.00008927502],"domain_scores_gemma":[0.9978521,0.0003164611,0.0008014399,0.000191616,0.000306233,0.0005322859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000747111,0.0002484018,0.9889963,0.0001156234,0.0004210621,0.00008012358,0.0001561126,0.00006066519,0.0001502979,0.00005781805,0.002650088,0.006316399],"study_design_scores_gemma":[0.0001129769,0.0004551783,0.9972227,0.00007068487,0.0002298075,0.0001856749,0.0002358262,0.0001114191,0.00003683265,0.00004961497,0.001275732,0.00001371682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896138,0.002383366,0.0002267094,0.0005037131,0.00005535459,0.00008795127,0.004797893,0.00001719066,0.002313985],"genre_scores_gemma":[0.9936696,0.001014522,0.00014437,0.0002639797,0.0001305395,0.0001241001,0.003694362,0.00001173184,0.0009468205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003406798,"threshold_uncertainty_score":0.009138167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499119322900404,"score_gpt":0.3275022277435627,"score_spread":0.3025110345145586,"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."}}