{"id":"W1983745755","doi":"10.5489/cuaj.2121","title":"Active surveillance in patients with a PSA &gt;10 ng/mL","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Cohort; Prostate cancer; Prostatectomy; Biopsy; Prostate-specific antigen; Urology; Hazard ratio; Prostate; Adverse effect; Histology; Cancer; Prostate biopsy; Incidence (geometry); Internal medicine; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005574652,0.0001678045,0.0003606387,0.0004038829,0.0004351939,0.0005516315,0.0002706466,0.0002895659,0.0023854],"category_scores_gemma":[0.001460903,0.0001053618,0.0003594288,0.0005752041,0.0002489357,0.0003487286,0.0003333137,0.0005079248,0.0002411392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511177,"about_ca_system_score_gemma":0.000388566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009222943,"about_ca_topic_score_gemma":0.00104885,"domain_scores_codex":[0.9997372,0.0000651221,0.00002357853,0.00005414589,0.00005066454,0.00006928226],"domain_scores_gemma":[0.9986352,0.000296609,0.0006596569,0.00006778284,0.00006244104,0.0002781793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000358358,0.0000375087,0.9960563,0.00001209305,0.00002009643,0.0002612951,0.00002969173,0.00005101631,0.0002861681,0.00002439937,0.0001346759,0.002728506],"study_design_scores_gemma":[0.00004632978,0.0007973241,0.9931906,0.00002504472,0.00008209828,0.003508053,0.0001227128,0.0006253721,0.0003677229,0.0001639841,0.001063553,0.000007230663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978702,0.0005859619,0.0002254094,0.00006747664,0.00001535681,0.00001501363,0.0002109057,0.000007971887,0.001001756],"genre_scores_gemma":[0.9993904,0.0001043375,0.00008007498,0.00004336616,0.00002995801,0.000008257858,0.0002174292,0.00000213226,0.0001241553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023854,"threshold_uncertainty_score":0.007979989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006103775534428767,"score_gpt":0.2050105732985747,"score_spread":0.198906797764146,"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."}}