{"id":"W4245270013","doi":"10.1016/j.urology.2011.07.1002","title":"UP-02.184 Urinary PCA3 and Cancer Progression Under Active Surveillance of Prostate Cancer","year":2011,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Prostate cancer; Cancer; PCA3; Oncology; Biomarker; Retrospective cohort study; Prostate; Urinary system; Internal medicine; Cohort; Gynecology; Urology","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":[0.0007174162,0.0002472635,0.0004086358,0.0006531731,0.0006392387,0.001113874,0.0004780812,0.0007645797,0.007978697],"category_scores_gemma":[0.004409701,0.0002250184,0.000781848,0.001275521,0.0002442328,0.0008413795,0.0005665338,0.001247604,0.0005793264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003682077,"about_ca_system_score_gemma":0.0007676416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006984696,"about_ca_topic_score_gemma":0.007700626,"domain_scores_codex":[0.9995366,0.0001433919,0.00003629217,0.00005077292,0.00008867893,0.000144197],"domain_scores_gemma":[0.9968603,0.0008641346,0.001040509,0.0001925086,0.0002530738,0.0007894112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00188471,0.0001753644,0.9881981,0.00003390787,0.0001323407,0.0001598674,0.00006103679,0.0001032213,0.0003518659,0.00009617778,0.0006680136,0.008135458],"study_design_scores_gemma":[0.00001734483,0.0001936186,0.9984195,0.000009969802,0.00008635335,0.0002369818,0.00006437261,0.0001578046,0.0001068664,0.00008502032,0.0006164878,0.000005646572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900861,0.002167393,0.0001288669,0.0004505578,0.00006503739,0.00001566342,0.002485749,0.00003830227,0.004562235],"genre_scores_gemma":[0.9968207,0.0002990141,0.0000727788,0.00007525824,0.00006945562,0.000006347229,0.0009076193,0.000008262383,0.001740633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007978697,"threshold_uncertainty_score":0.02669144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749350058890857,"score_gpt":0.3633785730354889,"score_spread":0.3158850724465803,"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."}}