{"id":"W1597186893","doi":"10.1111/j.1464-410x.2011.10518.x","title":"A population‐based assessment of the National Comprehensive Cancer Network practice guideline indications for pelvic lymph node dissection at radical prostatectomy","year":2011,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Nomogram; Medicine; Prostatectomy; Dissection (medical); Lymph node; Prostate cancer; Guideline; Population; Lymphadenectomy; Receiver operating characteristic; Urology; Cancer; Surgery; General surgery; Radiology; Oncology; Internal medicine; Pathology","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":[0.007965992,0.0003062708,0.0009479216,0.001977923,0.0004004408,0.0009202575,0.001147601,0.001063688,0.003227227],"category_scores_gemma":[0.02357488,0.0005167139,0.002160667,0.002763208,0.0002533829,0.00112964,0.0006524862,0.0008931907,0.0004982444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008260561,"about_ca_system_score_gemma":0.001101335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007269781,"about_ca_topic_score_gemma":0.01173726,"domain_scores_codex":[0.9930503,0.002925973,0.001174196,0.001129907,0.0015012,0.0002183499],"domain_scores_gemma":[0.9851364,0.004663566,0.006440786,0.001274634,0.00203885,0.0004458682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007418726,0.00005311597,0.9886458,0.0004603425,0.002210398,0.00002406181,0.00005985292,0.000201803,0.00009723847,0.00009276348,0.002907198,0.004505647],"study_design_scores_gemma":[0.000387753,0.0003501488,0.9946856,0.0002703145,0.001197221,0.0001807801,0.0001015232,0.0006910365,0.00003818774,0.0001034244,0.00197634,0.0000176382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142113,0.01509272,0.005326554,0.001298284,0.0003012054,0.00243211,0.05218906,0.00006712852,0.0090816],"genre_scores_gemma":[0.9809213,0.00128489,0.001887096,0.0006165409,0.0001471501,0.00205477,0.01257554,0.00002388818,0.0004889372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007965992,"threshold_uncertainty_score":0.04212874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716259731332987,"score_gpt":0.3539726869894906,"score_spread":0.3168100896761608,"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."}}