{"id":"W2000318279","doi":"10.1111/j.1464-410x.2006.06442.x","title":"Surgical volume is related to the rate of positive surgical margins at radical prostatectomy in European patients","year":2006,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Medicine; Multivariate statistics; Multivariate analysis; Urology; Prostate cancer; Prostate-specific antigen; Stage (stratigraphy); Surgery; Internal medicine; Cancer; Statistics; Mathematics","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":[0.001060204,0.0001849233,0.0002431357,0.0006070843,0.0001837606,0.0005420749,0.0003254063,0.0004700275,0.00139401],"category_scores_gemma":[0.006321998,0.0001916375,0.0004815783,0.0006119527,0.0003442001,0.0004944041,0.0005091295,0.0003329326,0.0001977191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676467,"about_ca_system_score_gemma":0.0001766986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323186,"about_ca_topic_score_gemma":0.001046179,"domain_scores_codex":[0.999397,0.0002417748,0.00005975234,0.0001416236,0.00009564272,0.00006413805],"domain_scores_gemma":[0.9963153,0.001109432,0.001913445,0.0001954441,0.0001489341,0.0003173759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007142095,0.000006548441,0.9984653,0.000002763787,0.00003828718,0.00002767296,0.00001690985,0.0001888966,0.0000631025,0.00001235901,0.00003840336,0.001068354],"study_design_scores_gemma":[0.000006430097,0.00009825174,0.9982833,0.000005071561,0.00001707262,0.0004870672,0.00006681427,0.0007989617,0.00005700541,0.00004766911,0.0001277001,0.000004696031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99946,0.0001529645,0.0001081898,0.00003046071,0.000003568899,0.000001428076,0.00007980853,0.000003418852,0.0001600864],"genre_scores_gemma":[0.9997106,0.0000430719,0.00005546192,0.00001168392,0.000008759606,0.00000183773,0.0001215427,0.000001804056,0.00004518217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139401,"threshold_uncertainty_score":0.005606949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004855614452850238,"score_gpt":0.2265924816996724,"score_spread":0.2217368672468221,"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."}}