{"id":"W2769954611","doi":"10.1016/j.eururo.2007.02.056","title":"Editorial Comment on: Systematic Assessment of the Ability of the Number and Percentage of Positive Biopsy Cores to Predict Pathologic Stage and Biochemical Recurrence after Radical Prostatectomy","year":2007,"lang":"en","type":"editorial","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Prostatectomy; Stage (stratigraphy); Biochemical recurrence; Urology; Biopsy; Prostate cancer; Pathology; Internal medicine; Cancer","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":[0.01971331,0.002975079,0.00599213,0.003332269,0.003368972,0.005214451,0.005329664,0.02138142,0.00759264],"category_scores_gemma":[0.06805138,0.001751379,0.003762322,0.002389851,0.002976456,0.002847102,0.001411762,0.02126233,0.005458721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376261,"about_ca_system_score_gemma":0.005004584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004668926,"about_ca_topic_score_gemma":0.01115702,"domain_scores_codex":[0.9906,0.002724275,0.001569364,0.001247549,0.003296608,0.0005622378],"domain_scores_gemma":[0.9478962,0.02317703,0.004939334,0.001431516,0.01928761,0.003268173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000152381,0.00001789977,0.0001919406,0.0004096591,0.0001260141,0.0001258555,0.00001695825,0.00001819886,0.0000329366,0.00008658055,0.9969307,0.001890832],"study_design_scores_gemma":[0.001954984,0.0002969294,0.007158992,0.003298077,0.002793693,0.0009833548,0.0002999131,0.0009107933,0.0005449266,0.001492635,0.9801103,0.0001554506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001746211,0.004241396,0.0001384366,0.1002969,0.893819,0.00005781632,0.000300244,0.00004764779,0.0009238553],"genre_scores_gemma":[0.002006114,0.002785446,0.0003585202,0.1727959,0.8155127,0.0001429737,0.0001540457,0.00007086755,0.006173537],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02138142,"threshold_uncertainty_score":0.1042552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007723523515697731,"score_gpt":0.2888909115899899,"score_spread":0.2811673880742922,"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."}}