{"id":"W2000500614","doi":"10.1016/j.eururo.2009.03.029","title":"Prostate Cancer Gene 3 (PCA3): Development and Internal Validation of a Novel Biopsy Nomogram","year":2009,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Nomogram; Prostate cancer; PCA3; Biopsy; Prostate biopsy; Oncology; Prostate; Cancer; Internal medicine","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":[0.006253038,0.0005813872,0.0005429338,0.001497934,0.0005381035,0.001255736,0.0006090321,0.0008419376,0.001156311],"category_scores_gemma":[0.008056944,0.000241245,0.0006046483,0.001067155,0.0005581415,0.0005284013,0.0009252336,0.0008536291,0.0006096259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005011501,"about_ca_system_score_gemma":0.001006073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975298,"about_ca_topic_score_gemma":0.003652169,"domain_scores_codex":[0.9983774,0.000523938,0.0001081528,0.0003422524,0.0005417742,0.0001063969],"domain_scores_gemma":[0.9962564,0.001805136,0.0005272895,0.0003176717,0.0009247002,0.0001688207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001845356,0.0002867602,0.7487839,0.0002459503,0.0004935525,0.0003037254,0.000323519,0.007186543,0.03396332,0.001442743,0.007842099,0.1972825],"study_design_scores_gemma":[0.0004187418,0.001201674,0.7633007,0.0001702996,0.0009540106,0.004532726,0.000353249,0.142752,0.05884053,0.00307455,0.02430469,0.00009678099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111024,0.002451186,0.07651422,0.0008329415,0.0002471769,0.0002998804,0.003176151,0.0008428572,0.004533159],"genre_scores_gemma":[0.9399394,0.0004405394,0.05459648,0.0002609105,0.00008341589,0.0001910982,0.003284791,0.0001038351,0.001099539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006253038,"threshold_uncertainty_score":0.03306961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193812286328415,"score_gpt":0.2760861367114529,"score_spread":0.2541480138481688,"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."}}