{"id":"W2942019040","doi":"10.1097/01.ju.0000556440.68613.6e","title":"MP48-08 THE LONG-TERM OUTCOMES OF GRADE GROUPS 2 AND 3 PROSTATE CANCER MANAGED BY ACTIVE SURVEILLANCE: RESULTS FROM A LARGE POPULATION-BASED COHORT","year":2019,"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; Cancer; Prostatectomy; Cohort; Population; SAINT; Brachytherapy; Radiation therapy; Gynecology; Surgery; Internal medicine; Art history; History","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":[0.0009250829,0.0002477903,0.0004363785,0.0007529197,0.0004453048,0.001080429,0.0005937229,0.000620488,0.006219995],"category_scores_gemma":[0.005090964,0.0004039037,0.000792131,0.001228723,0.0001808933,0.0008554111,0.001170597,0.001004411,0.00267618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985992,"about_ca_system_score_gemma":0.0005682536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005527461,"about_ca_topic_score_gemma":0.008432535,"domain_scores_codex":[0.9994997,0.0001102486,0.00004490308,0.00008484154,0.0001918712,0.00006843115],"domain_scores_gemma":[0.9970476,0.0004500543,0.0009259899,0.0003851242,0.0006551086,0.0005360348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009579299,0.0002074223,0.9307534,0.0001560296,0.0004439425,0.000205094,0.0002363065,0.0001003189,0.0005160587,0.00009637205,0.04119112,0.02513594],"study_design_scores_gemma":[0.0001626828,0.0003480403,0.9894065,0.000189871,0.0002263435,0.0006790709,0.0002919526,0.0001377379,0.0001350138,0.00008695871,0.00830511,0.0000307308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429448,0.003429169,0.0005497874,0.002412646,0.0002547979,0.0002565415,0.04234271,0.00009974954,0.00770979],"genre_scores_gemma":[0.9495493,0.003729366,0.0008658945,0.001422923,0.0007026845,0.0005350357,0.03557513,0.0001426568,0.007476996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006219995,"threshold_uncertainty_score":0.02080792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173017403359798,"score_gpt":0.2822927369961296,"score_spread":0.2705625629625316,"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."}}